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<meta name="author" content="Andrei Munteanu" />

<meta name="date" content="2022-11-01" />

<title>Main Results (IV)</title>

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ke2C8vfjgV/Y9kkRQOJIn/xM9INZSpiBnqX0Q9GlQPpPKAyO5y+W5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W/N6l54qOynCqD3DpWQ+mpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE+7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv/8lbTIkkYpqKM9VOhp65ktYk+Q46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI+ejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5+7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu+vtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY/iOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v+6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ/qDQK+bfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam+WpHG+0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3+J1eCBay8IYZ0wQRKGAqvCuZ/UgbQPyllosq+XtfKIZOzmeJqRazpmmoP/76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t/I4Jktu0XSgifO2ozFOiwd/0SssJDn0dn4xqk4GDTTKX73/wQyBLdqgJ+Wx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy/qqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh/wkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml/R4yrzow1Q2A5G+kzo/RhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj/UMMc34IBqTKLDTp76WzL/dMjCxK7MjhiGjeYAC/kj/jY/Rde7hpSM1xChrog6yZ7OWTuD56xBJnGFE+pT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G+9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36/dBySis4m9/DR8izaLJW6bWCkVgm5T+ius3ZXq4xI+GnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te/r4dPYMCl5qtiHNTn+TPbh1jCBHH+dMJNhwNgs3nT+OhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF+uRIWyXjQMAs2chdpaKPNaB+kSezYt0+CA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6/TzoA1/ZBG9bIUVHLAbi/kdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh+epgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF+zkJHIA7PwCDk1gGVmGUZSSoPhNf+Tklauz98QofOlCIQ/tCD4dosHYPqtPCXB3agggQQIqQJsSkB+qn0rkQ1toJjON/OtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU+TQ6NIw3ej+AtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb++W6Uk4q6F7/rg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK+EfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l+wM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l+DMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg+EWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb+Mw76Qy29iQ5up/X7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa/xnsMYcIO/vEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz/Chp/Vlpj2P7jJQmQRwGnltkTV5dbF9fE3/fxoSqTROgq9wFUlbuYzYcasE0ouzBo+dDCDzxKAfhbAZYxQiHrLzV2iVexnDX/QnT1fsT/xuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR+CtGdkPwYN2o7DOw/VGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO/f9Qua+pDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD/prQ84B1pVGkIpVUAHCG+iz3Bn3qm2AVrYcYWhock4jso5+J7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk+UILT7+VoX5mdxxA5fS42gISQVi/HTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8/6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk/wdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt+Su9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ/BfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk/gc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B//lHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO+CvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd/p1gi/07h8qfwHrByuSxglc9cI4QIg2oqvC/qm0i7tjPLTgDhoWTAKDO2ONW5oe+/eKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2/j4ODUwRkqrtBBCrDsDpt8jhZdXoy/1BCqw3sSGhgGGy0a5Jw6BP/TExoCmNFYjZl248A0osgPyGEmRA+fAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd/ocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE/EZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ/Ugd/JZQK8lvAm43uDRAbyW8gZ+ZGq0EVerVGUKUSm/Idn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ+QATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm+oOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724+zUQ7+vkCpZB+pGA562hYQiDxHVWOq0oDQl/QsoiY+cuI7iWq/ZIBtHcXJ7kks+h2fCNUPA82BzjnqktNts+RLdk1VSu+tqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy/44XYXdI5noQoRcvjZ1RMPACRqYg2V1+OwOepcOknRLLFdYgTkT5UApt/JhLM3jeFYprZV+Zow2g8fP+U68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr/A1SY9dXFz4RjzoU9ExfJCmx/I9FKEGT3n2cmzl2X42L3Jh+AbQq6sA+Ss1kitoa4TAYgKHaoybHUDJ51oETdeI/9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB+Un44zExFE4vLytcu5NwpWrUxO/0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL+BDqMyaN3RJPh/anbx+Iv+qgQdAa3M9Z5JmvYlh4qop+Ho1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs+gs37sFvi0PPVvA5dnCBgILTwoKd/+DoL9F6inlM7H4rOTzD79KJgKlZO/Zgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno+gBoKVXgIL/VI8dB1O5o/R3Suez/gD7M781ShjKpIIORM/nxG+jjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4/QftDbEn+AucIr1oxrLabRj9q4ae0+fXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd+eNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz/6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT+mAUmiYbV3YQVqFVp9dorv+TsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp+xJyYLv1OsxQCZwTB4a8BZ/5EdxTBJthApqyfd9u3ifr/WILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj/qn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9+W8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4/YtowhEmTs0vrvlD/CrisnoBNDAcUi/teY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O/4DcgV/dZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk+tgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb/n7qwhvGnrHuf5bX6Vh/n3xffU3PeHdR+FA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E+YbfL0adwNtHP7dT7t7b46DVZIkzaRJOM+S6KcrzYVg+T3wSRFRQashjfU18NutrKa/7PXbtuJvpIjbgPeqd+pjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir/8tNXJ/OsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG+FZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx/GdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD/Qi/EmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4/asthNMK5UQKCOhU97oaOYNGsTah+jfCKsZnTRn5TbhFX8ghg8CBYt/BjeYYYUrtUZ5jVij/op7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM+3SW6Opll/wgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy+QbSKVJcqkia+GvDefFwMOmgnD7h81TUtMn+mRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d/QK7Cr4uoCeOQ7/8JfKT77KiDzLImESHw/0wf73QeHu74hxv7uihi4fTX+XEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo/oVH5ww5OzLFsiTPDns7fS6EURSSWd/92BxMYQ8sBaH+j+wthQPdVgDGpTfi+JQIWMD8xKqULliRH01rTeyF8x8q/GBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE+/7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV/yTDRRP8Y2ww5RO6d2D94o+6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt+kqdae76ViWe3STan69yaF9+fESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw/A1zEdjWquIsQXXGIVEH0thC5M+W9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF+RVmI8L4HUYk4x+67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8/p5qIQrEo/H+1l/0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud+tJUfdaZ4CWNijzZtlRa8+CkmO/EwHYfPZFU/hzjFWH7vnzHRMo+aF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce/+/9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs/GWJS6SwEN/ULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e+G2zor8l+YaMxSEomDdLHGcD6YVQPegTaA74H8+V4WvJkFUrjMLGLlvSZQWvi8/QA7yzQ8GPno//5SJHRP/OqKObPCo81s/+6WgLqykYpGAgQZhVDEBPXWgU/WzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M+GWn6ASobIWC+LbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg/kpf3+CnAXKiMgIE8Jk/Mhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo+RJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B+SkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE+VMd3b1fhCynD0pQNhCG6/WCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp/YbHjo++7/Wj8S4YNa+ZdqAw1hDrKWFXv9+zaXpf8ZTDSbiqsxnwN/CzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m/NCW/HILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO+5EJ7Z6bCiRoPedRZ/P0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn/LvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl+11PoFYnNv2HwAODeNRkHj+8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij+bsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur/eWHjiB7SOVdqMAVmpBvfRiebsFjger7DC+8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l+kXRZ0KLZaGsFSIdQz/HXDxf3/TE30+DgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH+RptvRMVRaahu4cySjS3P5wxAUCPkmn+rhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik/zbrTQk5KmgxCg/f45L0jywebOWUYFJQAJia7XzCV0x89rpp/f3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl+5tfUWZNwBpEPXghzbBggYCw/dhy0ntds2yeHCDKkF/YxQjNIL/F/37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD+qNOhwMlfARQUdJ2tUX+MNJqOwIciWalZsmEjt07tfa8ma4cji9sqz+Q9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe+jGDiNJQLWnfx+drTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf/bkvo8PLVBsZl152y5S8+HRDfZIMCbYZ1WDp4yrdchOJw8k6R+/2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB+M4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5/iYp3ZdrCf7fL+en+sIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv+NRiJc8JAKqqgCA/PNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN/hCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj+bYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5/zBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8/i+jHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2+JrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk+Mz7wwstg6RFZb+TZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm/7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk+9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx+whVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC+XYuqMBMUun5YezKbRKmEPwuK+CLzijPEQgfhahQswBBLfg/GBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX+RCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk/4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug/AbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM+Zu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX/pcsfwXbLze2+D+u33OGBoJyAAL3jn3RuEcdp5If8O+a4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT++tm+haBCikRUUMrMhYKZJKYoVuv/bsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV/DMUxd9uFZmBfKXMCn/SqkWJyKPnT6lq+4zBZni6fYRByJn6OK+OgPBGRAJluwGSk4wxjOOzyce/PKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO/cEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm+bddRQu5F9s0XftGEJ9JSuSk+ZachCbdU45fEqbugzTIUokwoAKvpUQF/CvLbWW5BNQFqFkJg2f30E/48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J+1pT0tLkvFVZaNzfhs/Kd3+A9YsImlO4XK4vpCo/elHQi/9gkFg07xxnuXLt21unCIpDV+bbRxb7FC6nWYTsMFF8+1LUg4JFjVt3vqbuhHmDKbgQ4e+RGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB/KVijd1ARWkFEf3yiUw1v/WaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G+ZManTqDLPjyrOse7WiiwOJCG+J0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj/6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j/N46f+S2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb/0jQbaHJ2YRK8A+ls6WMhWmpCXYG5jqapGs5/eOJErxi2/2KWVHiPellTgh/fNl/2KYPKb7DUcAg+mCOPQFCiU9Mq/WLcU1xxC8aLePFZZlE+PCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh/nFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW+oKFLvpyvTBMM69tN1Ydwv1LIEhHsC+ueVG+w+kyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw+H/AuOx+aH+tBL88H57D0MsqyiZxhOEQkF/8DR1d2hSPMj/sNOa5rxcUnBgH8ictv2J+cb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd/PjMMtQfyDNZsOPd6XcAsnBE/mRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl/XPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG/VanIvcwycVA7+BE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP/MVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX/5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c/F1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J/5wkjpkre727p5PTRX5FGrSBIfJqhJE/IS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug+oRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U/5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7/BQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN+nA7pvF78/RII5ZHA09OAiE/66MF6HQ+qVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe+hXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz+JV/4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB+K3wBP/ineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q/9uocGsx41O4IZhViw/2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY/cQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE/om7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi/caHSM3FPRGRf7dB7YC+cD2ho6oL2zGDCkjlf/DFoQVl8GS/56wur3rdV6ggtzZW60MRB3g+U1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg/gBQIZMG/YcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK/G7F3mUc3GOAKqh60zM0v34v+ELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND+/GTk6M56Ig4yMsU6LUW1EWE+fIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP/IoRIZ/F6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg/RrPD/d3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl+Mu4xf0ezqeXD2PtPDnwMPo86sbwDV+9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD/OwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d/UfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH+14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC+OA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6+vAUUBoGhY3CT2tgwehdPqU/4Q7ZLYvhRl/ogOvR9O2+wkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn/dFSWBWzQ/VYk+Gezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n/yJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET/Hh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j+DXfpi12m1RbzYLg9J2wFergEwOxFyD0/JstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT/cUP6pE/mujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB+HEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu+vqQ02+KpJBjaLt9ye1Ab+BbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC+UwkXOoAjneU/xHplMQo2cXUlrVNqJYczgYlaOEczVCs/OCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38+xsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9+b8fH6+b8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj/0Q7PFUcC8hDrxESWdfgFRm+7vvWbkEppHB4T/1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y+g3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR/Rrs/JLKXgEx+qkmeDlFOD1/yTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW+xz+5FElFxWB28VjYIGZ0Yd+5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ+lT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ+2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1+JpI9psyNYIFuJogZa0/1AhOWdlHQxdAgbwacsHqPZo8u/ngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2+RdM+MAaYaZ0Y/ADkbNCZuAyAVQa2OcXOeICmDn9Q/eFkDeFQg5MgHEDXq/tVjj+jtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2/Bc0UxvseQCO2pQ2i+Krfhu/WeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt/U0Wf+phiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7+ExseJauyqo30hs+1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j/e1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la/QCTiVelFnU6O/GCvykqS/wZJDhKN9gBtSOp/1SP5VRgJcoVj+kmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn+8p6+vBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H+gDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D/GvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P+jAgN5TB3haSifDcApp6yymEi6Ij/GsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x/pChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11/yxyw0UnGig3MFdZklN5FI/qiT65T+jOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5+bqWiAYiAv6Jsf79/VUs4cIl+n6+WOjcgB/2l5TreoAV2717JzZbQIR0W1cl/dEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW/PhoawJDrGAP0JYWHgAVUByo/bGdiv2T2EMg8gsS14/rAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq+SCcTSx5NDtbFwNlh8VhjGGDu7JG5/TAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9+ogD8Kk/W7QoRN1UWPqM4+xdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c+4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS+o3F8YVVeikw13w+OEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX++7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9/O53DYi/5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD+P8sNh6e+XYHJXT/lkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp+pT0KYV5dGtknU64JhabdqcVQbG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) 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<h1 class="title toc-ignore">Main Results (IV)</h1>
<h4 class="author">Andrei Munteanu</h4>
<h4 class="date">11/01/2022</h4>

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<h2 class="tabset"></h2>
<div id="tide" class="section level3">
<h3>Tide</h3>
<pre class="r"><code>&gt; model_tide&lt;-feols(grad_perc~entrance_perc+dec_town+n_hs_town_group+dec_town*n_students_town_yr+Unemployment_hs_bac*dec_town+Wages_hs_bac*dec_town+drop_hs_hs_bac*dec_town|
+                          n_students_bin+as.factor(an)+specializare_bac2+scoala_de_provenienta+town,
+                        cluster=~town,
+                        data=data_regression2 %&gt;% filter(school_change==F))
&gt; summary(model_tide)</code></pre>
<pre><code>OLS estimation, Dep. Var.: grad_perc
Observations: 1,161,358 
Fixed-effects: n_students_bin: 133,  as.factor(an): 12,  specializare_bac2: 116,  scoala_de_provenienta: 18,590,  town: 533
Standard-errors: Clustered (town) 
                                  Estimate   Std. Error   t value   Pr(&gt;|t|)    
entrance_perc                   0.58211106     0.016101 36.153662  &lt; 2.2e-16 ***
dec_town1                      -2.66173265     2.118253 -1.256570 2.0946e-01    
dec_town2                      -3.60409725     1.785444 -2.018601 4.4030e-02 *  
dec_town3                      -2.79174929     1.478138 -1.888693 5.9477e-02 .  
dec_town4                      -2.34920764     1.092405 -2.150491 3.1966e-02 *  
dec_town5                      -1.41090746     0.750693 -1.879475 6.0726e-02 .  
dec_town7                       1.80615719     0.567677  3.181661 1.5498e-03 ** 
dec_town8                       3.26709524     0.773968  4.221230 2.8573e-05 ***
dec_town9                       6.05195551     1.020360  5.931197 5.4185e-09 ***
dec_town10                     11.95186801     1.306709  9.146540  &lt; 2.2e-16 ***
n_hs_town_group2               -0.29350845     0.702446 -0.417837 6.7623e-01    
n_hs_town_group3               -2.31856193     1.235082 -1.877254 6.1030e-02 .  
n_hs_town_group4-15            -1.07534441     1.408977 -0.763209 4.4568e-01    
n_hs_town_group16+             -2.78539047     1.982844 -1.404745 1.6068e-01    
n_students_town_yr             -0.00013841     0.009800 -0.014124 9.8874e-01    
Unemployment_hs_bac             4.47383289     0.459108  9.744620  &lt; 2.2e-16 ***
Wages_hs_bac                   40.82367691 20482.020957  0.001993 9.9841e-01    
dec_town1:n_students_town_yr    0.00019163     0.000190  1.007381 3.1421e-01    
dec_town2:n_students_town_yr    0.00012036     0.000151  0.796522 4.2608e-01    
dec_town3:n_students_town_yr   -0.00000699     0.000119 -0.058916 9.5304e-01    
dec_town4:n_students_town_yr   -0.00010731     0.000080 -1.342048 1.8015e-01    
dec_town5:n_students_town_yr   -0.00008005     0.000040 -2.010351 4.4898e-02 *  
dec_town7:n_students_town_yr   -0.00005214     0.000033 -1.596671 1.1093e-01    
dec_town8:n_students_town_yr   -0.00000608     0.000056 -0.109234 9.1306e-01    
dec_town9:n_students_town_yr   -0.00002556     0.000070 -0.363773 7.1617e-01    
dec_town10:n_students_town_yr  -0.00003199     0.000078 -0.408289 6.8323e-01    
dec_town1:Unemployment_hs_bac   0.64343243     0.200082  3.215839 1.3797e-03 ** 
dec_town2:Unemployment_hs_bac   0.65231750     0.167736  3.888956 1.1342e-04 ***
dec_town3:Unemployment_hs_bac   0.52838541     0.139486  3.788097 1.6913e-04 ***
dec_town4:Unemployment_hs_bac   0.27862228     0.116547  2.390652 1.7165e-02 *  
dec_town5:Unemployment_hs_bac   0.07246315     0.090154  0.803769 4.2189e-01    
dec_town7:Unemployment_hs_bac  -0.15164913     0.074418 -2.037815 4.2063e-02 *  
dec_town8:Unemployment_hs_bac  -0.16636157     0.080943 -2.055300 4.0338e-02 *  
dec_town9:Unemployment_hs_bac  -0.24391471     0.101831 -2.395285 1.6952e-02 *  
dec_town10:Unemployment_hs_bac -0.17103830     0.121413 -1.408735 1.5950e-01    
dec_town1:Wages_hs_bac         -3.33234628     2.639048 -1.262708 2.0725e-01    
dec_town2:Wages_hs_bac         -2.33480415     2.156637 -1.082614 2.7947e-01    
dec_town3:Wages_hs_bac         -0.42777223     1.708482 -0.250382 8.0239e-01    
dec_town4:Wages_hs_bac          1.04271038     1.124537  0.927235 3.5422e-01    
dec_town5:Wages_hs_bac          0.80258386     0.605667  1.325123 1.8570e-01    
dec_town7:Wages_hs_bac          0.57003619     0.472011  1.207676 2.2771e-01    
dec_town8:Wages_hs_bac          0.33342245     0.839137  0.397340 6.9128e-01    
dec_town9:Wages_hs_bac          0.67255651     1.012526  0.664236 5.0683e-01    
dec_town10:Wages_hs_bac         0.82383972     1.190404  0.692068 4.8920e-01    
dec_town1:drop_hs_hs_bac        0.79359569     0.590605  1.343699 1.7962e-01    
dec_town2:drop_hs_hs_bac        0.60541544     0.476492  1.270568 2.0444e-01    
dec_town3:drop_hs_hs_bac        0.42416338     0.394911  1.074074 2.8328e-01    
dec_town4:drop_hs_hs_bac        0.40924811     0.282040  1.451030 1.4736e-01    
dec_town5:drop_hs_hs_bac        0.25744541     0.198511  1.296883 1.9523e-01    
dec_town7:drop_hs_hs_bac       -0.13180410     0.173483 -0.759753 4.4774e-01    
dec_town8:drop_hs_hs_bac       -0.12272128     0.204672 -0.599600 5.4903e-01    
dec_town9:drop_hs_hs_bac       -0.18397297     0.276228 -0.666019 5.0569e-01    
dec_town10:drop_hs_hs_bac      -0.48975131     0.368281 -1.329830 1.8414e-01    
... 1 variable was removed because of collinearity (drop_hs_hs_bac)
---
Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
RMSE: 16.5     Adj. R2: 0.640646
             Within R2: 0.355934</code></pre>
<pre class="r"><code>&gt; model_tide2&lt;-feols(grad_perc~entrance_perc+dec_town*n_hs_town_group+dec_town*n_students_town_yr+Unemployment_hs_bac*dec_town+Wages_hs_bac*dec_town+drop_hs_hs_bac*dec_town|
+                          as.factor(an)+specializare_bac2+scoala_de_provenienta+town,
+                        cluster=~town,
+                        data=data_regression2 %&gt;% filter(school_change==F))
&gt; summary(model_tide2)</code></pre>
<pre><code>OLS estimation, Dep. Var.: grad_perc
Observations: 1,161,358 
Fixed-effects: as.factor(an): 12,  specializare_bac2: 116,  scoala_de_provenienta: 18,590,  town: 533
Standard-errors: Clustered (town) 
                                   Estimate   Std. Error   t value   Pr(&gt;|t|)    
entrance_perc                    0.56107385     0.018058 31.071464  &lt; 2.2e-16 ***
dec_town1                       -1.88325576     1.984384 -0.949038 3.4303e-01    
dec_town2                       -2.65283270     1.628159 -1.629345 1.0383e-01    
dec_town3                       -1.77473414     1.336482 -1.327915 1.8478e-01    
dec_town4                       -1.34234023     1.058430 -1.268237 2.0527e-01    
dec_town5                       -0.70318883     0.706016 -0.995996 3.1971e-01    
dec_town7                        1.48858931     0.591745  2.515593 1.2177e-02 *  
dec_town8                        3.02221946     0.741074  4.078163 5.2340e-05 ***
dec_town9                        5.22437020     1.007161  5.187223 3.0396e-07 ***
dec_town10                      11.30097663     1.324369  8.533102  &lt; 2.2e-16 ***
n_hs_town_group2                -0.51972957     0.843998 -0.615795 5.3829e-01    
n_hs_town_group3                -3.20370648     1.393656 -2.298779 2.1904e-02 *  
n_hs_town_group4-15             -1.39118923     1.563374 -0.889863 3.7394e-01    
n_hs_town_group16+              -2.17393396     2.084532 -1.042888 2.9747e-01    
n_students_town_yr              -0.00130745     0.000295 -4.437595 1.1063e-05 ***
Unemployment_hs_bac              7.02864767     0.536951 13.089927  &lt; 2.2e-16 ***
Wages_hs_bac                    58.12146585 27914.880382  0.002082 9.9834e-01    
drop_hs_hs_bac                 103.60494424 39302.625674  0.002636 9.9790e-01    
dec_town1:n_hs_town_group2      -0.36627843     0.935778 -0.391416 6.9565e-01    
dec_town2:n_hs_town_group2      -0.39171152     0.901844 -0.434345 6.6421e-01    
dec_town3:n_hs_town_group2      -0.73018270     0.668323 -1.092560 2.7508e-01    
dec_town4:n_hs_town_group2      -0.47362232     0.473095 -1.001115 3.1723e-01    
dec_town5:n_hs_town_group2      -0.59096898     0.414484 -1.425794 1.5451e-01    
dec_town7:n_hs_town_group2       0.41805244     0.330125  1.266347 2.0594e-01    
dec_town8:n_hs_town_group2       0.03886344     0.421852  0.092126 9.2663e-01    
dec_town9:n_hs_town_group2       0.75578256     0.464383  1.627500 1.0422e-01    
dec_town10:n_hs_town_group2      0.64507907     0.612029  1.054002 2.9236e-01    
dec_town1:n_hs_town_group3      -2.31162800     1.225566 -1.886171 5.9816e-02 .  
dec_town2:n_hs_town_group3      -2.53191874     1.132424 -2.235841 2.5776e-02 *  
dec_town3:n_hs_town_group3      -2.78913541     0.978130 -2.851497 4.5204e-03 ** 
dec_town4:n_hs_town_group3      -2.82967116     0.728563 -3.883907 1.1574e-04 ***
dec_town5:n_hs_town_group3      -1.86178772     0.527446 -3.529818 4.5189e-04 ***
dec_town7:n_hs_town_group3       0.86213561     0.366557  2.351984 1.9037e-02 *  
dec_town8:n_hs_town_group3       1.56084595     0.502781  3.104424 2.0080e-03 ** 
dec_town9:n_hs_town_group3       3.13127042     0.618531  5.062431 5.7134e-07 ***
dec_town10:n_hs_town_group3      3.78889570     0.923356  4.103397 4.7101e-05 ***
dec_town1:n_hs_town_group4-15   -4.00516759     1.176846 -3.403306 7.1592e-04 ***
dec_town2:n_hs_town_group4-15   -4.18636598     0.901142 -4.645625 4.2787e-06 ***
dec_town3:n_hs_town_group4-15   -3.46833256     0.699730 -4.956673 9.6551e-07 ***
dec_town4:n_hs_town_group4-15   -3.15441049     0.513881 -6.138411 1.6307e-09 ***
dec_town5:n_hs_town_group4-15   -2.10688714     0.367429 -5.734135 1.6447e-08 ***
dec_town7:n_hs_town_group4-15    0.88068636     0.304423  2.892973 3.9725e-03 ** 
dec_town8:n_hs_town_group4-15    1.40970037     0.401560  3.510557 4.8512e-04 ***
dec_town9:n_hs_town_group4-15    2.40586076     0.509839  4.718864 3.0357e-06 ***
dec_town10:n_hs_town_group4-15   2.51476804     0.656773  3.828973 1.4400e-04 ***
dec_town1:n_hs_town_group16+    -7.37606021     1.265501 -5.828568 9.6983e-09 ***
dec_town2:n_hs_town_group16+    -5.96249509     1.005258 -5.931306 5.4151e-09 ***
dec_town3:n_hs_town_group16+    -4.56376411     0.887882 -5.140056 3.8643e-07 ***
dec_town4:n_hs_town_group16+    -3.48959715     0.746320 -4.675740 3.7176e-06 ***
dec_town5:n_hs_town_group16+    -1.22424642     0.507086 -2.414276 1.6103e-02 *  
dec_town7:n_hs_town_group16+     0.72079672     0.382578  1.884053 6.0103e-02 .  
dec_town8:n_hs_town_group16+     0.93562332     0.518855  1.803247 7.1915e-02 .  
dec_town9:n_hs_town_group16+     2.10983359     0.685654  3.077110 2.1978e-03 ** 
dec_town10:n_hs_town_group16+    1.76545956     0.909662  1.940786 5.2812e-02 .  
dec_town1:n_students_town_yr     0.00040241     0.000152  2.647356 8.3529e-03 ** 
dec_town2:n_students_town_yr     0.00029648     0.000117  2.542959 1.1274e-02 *  
dec_town3:n_students_town_yr     0.00011976     0.000100  1.197185 2.3177e-01    
dec_town4:n_students_town_yr    -0.00000360     0.000074 -0.048694 9.6118e-01    
dec_town5:n_students_town_yr    -0.00005409     0.000046 -1.164171 2.4488e-01    
dec_town7:n_students_town_yr    -0.00006201     0.000034 -1.850932 6.4733e-02 .  
dec_town8:n_students_town_yr    -0.00002848     0.000060 -0.475360 6.3473e-01    
dec_town9:n_students_town_yr    -0.00007500     0.000074 -1.017866 3.0920e-01    
dec_town10:n_students_town_yr   -0.00007609     0.000087 -0.877918 3.8038e-01    
dec_town1:Unemployment_hs_bac   -0.20053480     0.208399 -0.962264 3.3635e-01    
dec_town2:Unemployment_hs_bac   -0.06238901     0.171769 -0.363214 7.1659e-01    
dec_town3:Unemployment_hs_bac   -0.01806204     0.145676 -0.123988 9.0137e-01    
dec_town4:Unemployment_hs_bac   -0.14244399     0.110597 -1.287955 1.9832e-01    
dec_town5:Unemployment_hs_bac   -0.06835983     0.092867 -0.736108 4.6199e-01    
dec_town7:Unemployment_hs_bac   -0.09286850     0.083503 -1.112155 2.6657e-01    
dec_town8:Unemployment_hs_bac   -0.05562986     0.089586 -0.620967 5.3489e-01    
dec_town9:Unemployment_hs_bac   -0.01864392     0.118426 -0.157431 8.7496e-01    
dec_town10:Unemployment_hs_bac   0.03097433     0.138169  0.224177 8.2271e-01    
dec_town1:Wages_hs_bac          -4.54914119     2.418508 -1.880970 6.0522e-02 .  
dec_town2:Wages_hs_bac          -3.54902406     1.923560 -1.845029 6.5589e-02 .  
dec_town3:Wages_hs_bac          -1.37090025     1.547689 -0.885772 3.7614e-01    
dec_town4:Wages_hs_bac           0.15043646     1.037035  0.145064 8.8472e-01    
dec_town5:Wages_hs_bac           0.24854756     0.581135  0.427694 6.6905e-01    
dec_town7:Wages_hs_bac           0.72440697     0.473752  1.529083 1.2684e-01    
dec_town8:Wages_hs_bac           0.73513701     0.829733  0.885992 3.7602e-01    
dec_town9:Wages_hs_bac           1.30665361     0.998849  1.308160 1.9138e-01    
dec_town10:Wages_hs_bac          1.58529841     1.185292  1.337475 1.8164e-01    
dec_town1:drop_hs_hs_bac         1.06380962     0.612122  1.737904 8.2806e-02 .  
dec_town2:drop_hs_hs_bac         0.81905049     0.461768  1.773729 7.6680e-02 .  
dec_town3:drop_hs_hs_bac         0.56022093     0.384654  1.456426 1.4586e-01    
dec_town4:drop_hs_hs_bac         0.50289915     0.280434  1.793289 7.3495e-02 .  
dec_town5:drop_hs_hs_bac         0.28450989     0.189782  1.499143 1.3443e-01    
dec_town7:drop_hs_hs_bac        -0.14190974     0.176726 -0.802993 4.2234e-01    
dec_town8:drop_hs_hs_bac        -0.14086869     0.201618 -0.698692 4.8505e-01    
dec_town9:drop_hs_hs_bac        -0.18259312     0.273452 -0.667734 5.0459e-01    
dec_town10:drop_hs_hs_bac       -0.46107914     0.359465 -1.282681 2.0016e-01    
---
Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
RMSE: 16.6     Adj. R2: 0.635899
             Within R2: 0.355017</code></pre>
</div>
<div id="track" class="section level3">
<h3>Track</h3>
<p>Run regression:</p>
<pre class="r"><code>&gt; model_track&lt;-feols(grad_perc~entrance_perc+dec_town+n_hs_town_group+dec_town*n_students_town_yr+Unemployment_hs_bac*dec_town+Wages_hs_bac*dec_town+drop_hs_hs_bac*dec_town|
+         as.factor(an)+specializare_bac2+scoala_de_provenienta+town+n_students_bin|
+         class_mean~dec_town*n_hs_town_group,
+       cluster=~town,
+       data=data_regression2 %&gt;% filter(school_change==F))
&gt; stage1_track&lt;-summary(model_track,stage=1)
&gt; vcov_cluster_track&lt;-stage1_track$cov.unscaled</code></pre>
<p>Show first and second stages</p>
<pre class="r"><code>&gt; summary(model_track)</code></pre>
<pre><code>TSLS estimation, Dep. Var.: grad_perc, Endo.: class_mean, Instr.: dec_town, n_hs_town_group, dec_town:n_hs_town_group
Second stage: Dep. Var.: grad_perc
Observations: 1,161,135 
Fixed-effects: as.factor(an): 12,  specializare_bac2: 116,  scoala_de_provenienta: 18,590,  town: 533,  n_students_bin: 133
Standard-errors: Clustered (town) 
                                  Estimate   Std. Error      t value   Pr(&gt;|t|)    
fit_class_mean                  0.36264371 4.867900e-02  7.449634860 3.8076e-13 ***
entrance_perc                   0.45124159 2.172900e-02 20.767020781  &lt; 2.2e-16 ***
dec_town1                      -3.61049106 2.081930e+00 -1.734204079 8.3461e-02 .  
dec_town2                      -3.75784975 1.649433e+00 -2.278266949 2.3106e-02 *  
dec_town3                      -2.91481405 1.271570e+00 -2.292295069 2.2278e-02 *  
dec_town4                      -2.41558799 8.980610e-01 -2.689780546 7.3744e-03 ** 
dec_town5                      -1.45639285 6.828740e-01 -2.132739308 3.3403e-02 *  
dec_town7                       1.56451264 4.916720e-01  3.182028246 1.5479e-03 ** 
dec_town8                       3.26890164 7.506060e-01  4.355014626 1.5967e-05 ***
dec_town9                       6.72786996 1.027124e+00  6.550199409 1.3573e-10 ***
dec_town10                     13.80242178 1.329494e+00 10.381712265  &lt; 2.2e-16 ***
n_hs_town_group2               -0.40819303 7.019350e-01 -0.581525422 5.6113e-01    
n_hs_town_group3               -2.23212440 1.217289e+00 -1.833685168 6.7259e-02 .  
n_hs_town_group4-15            -0.95568697 1.387057e+00 -0.689003495 4.9112e-01    
n_hs_town_group16+             -2.63978378 1.931605e+00 -1.366627158 1.7232e-01    
n_students_town_yr              0.00158924 9.809000e-03  0.162024432 8.7135e-01    
Unemployment_hs_bac             3.95962787 2.804580e-01 14.118411244  &lt; 2.2e-16 ***
Wages_hs_bac                   35.98449357 4.950211e+06  0.000007269 9.9999e-01    
drop_hs_hs_bac                  2.05954645 6.057192e+06  0.000000340 1.0000e+00    
dec_town1:n_students_town_yr    0.00027819 1.590000e-04  1.751321972 8.0467e-02 .  
dec_town2:n_students_town_yr    0.00019863 1.160000e-04  1.707747340 8.8267e-02 .  
dec_town3:n_students_town_yr    0.00008800 9.100000e-05  0.966752926 3.3411e-01    
dec_town4:n_students_town_yr   -0.00000568 6.000000e-05 -0.094382136 9.2484e-01    
dec_town5:n_students_town_yr   -0.00000589 3.600000e-05 -0.164956687 8.6904e-01    
dec_town7:n_students_town_yr   -0.00014314 2.800000e-05 -5.055780695 5.9066e-07 ***
dec_town8:n_students_town_yr   -0.00018845 5.100000e-05 -3.714768639 2.2489e-04 ***
dec_town9:n_students_town_yr   -0.00030580 6.100000e-05 -4.987512486 8.2933e-07 ***
dec_town10:n_students_town_yr  -0.00044189 8.100000e-05 -5.441223335 8.0856e-08 ***
dec_town1:Unemployment_hs_bac   0.34984022 1.803950e-01  1.939301818 5.2993e-02 .  
dec_town2:Unemployment_hs_bac   0.39657768 1.493810e-01  2.654806973 8.1731e-03 ** 
dec_town3:Unemployment_hs_bac   0.35928388 1.314090e-01  2.734081111 6.4639e-03 ** 
dec_town4:Unemployment_hs_bac   0.17901873 1.028530e-01  1.740526173 8.2345e-02 .  
dec_town5:Unemployment_hs_bac   0.03285593 8.392600e-02  0.391486692 6.9559e-01    
dec_town7:Unemployment_hs_bac  -0.04353859 7.293100e-02 -0.596984976 5.5077e-01    
dec_town8:Unemployment_hs_bac   0.13001845 9.051600e-02  1.436411752 1.5147e-01    
dec_town9:Unemployment_hs_bac   0.22019535 1.213910e-01  1.813934846 7.0251e-02 .  
dec_town10:Unemployment_hs_bac  0.46302140 1.533340e-01  3.019689466 2.6518e-03 ** 
dec_town1:Wages_hs_bac         -3.52576171 2.327107e+00 -1.515083764 1.3035e-01    
dec_town2:Wages_hs_bac         -2.34012396 1.770628e+00 -1.321634758 1.8686e-01    
dec_town3:Wages_hs_bac         -0.44481615 1.358727e+00 -0.327377232 7.4351e-01    
dec_town4:Wages_hs_bac          0.91161201 8.471570e-01  1.076083489 2.8238e-01    
dec_town5:Wages_hs_bac          0.55441815 5.390680e-01  1.028476066 3.0419e-01    
dec_town7:Wages_hs_bac          1.01292650 4.245550e-01  2.385857089 1.7388e-02 *  
dec_town8:Wages_hs_bac          1.64870818 8.682140e-01  1.898964392 5.8110e-02 .  
dec_town9:Wages_hs_bac          2.75029303 1.011627e+00  2.718682464 6.7682e-03 ** 
dec_town10:Wages_hs_bac         3.45126158 1.134894e+00  3.041042870 2.4738e-03 ** 
dec_town1:drop_hs_hs_bac        0.94121803 5.965860e-01  1.577674382 1.1523e-01    
dec_town2:drop_hs_hs_bac        0.72417170 4.670610e-01  1.550485153 1.2162e-01    
dec_town3:drop_hs_hs_bac        0.56270374 3.645630e-01  1.543503403 1.2330e-01    
dec_town4:drop_hs_hs_bac        0.51395464 2.427200e-01  2.117478321 3.4683e-02 *  
dec_town5:drop_hs_hs_bac        0.29869913 1.792280e-01  1.666585052 9.6186e-02 .  
dec_town7:drop_hs_hs_bac       -0.08578338 1.483820e-01 -0.578127006 5.6342e-01    
dec_town8:drop_hs_hs_bac       -0.08304218 1.965120e-01 -0.422580749 6.7277e-01    
dec_town9:drop_hs_hs_bac       -0.21137691 2.688220e-01 -0.786308978 4.3204e-01    
dec_town10:drop_hs_hs_bac      -0.53513016 3.471940e-01 -1.541300203 1.2384e-01    
... 13 variables were removed because of collinearity (dec_town1, dec_town2 and 11 others [full set in $collin.var])
---
Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
RMSE: 16.4     Adj. R2: 0.64237 
             Within R2: 0.359169
F-test (1st stage), class_mean: stat = 1,005.0, p &lt; 2.2e-16, on 49 and 1,142,197 DoF.
                    Wu-Hausman: stat =   256.5, p &lt; 2.2e-16, on 1 and 1,141,699 DoF.
                        Sargan: stat = 1,016.2, p &lt; 2.2e-16, on 48 DoF.</code></pre>
<pre class="r"><code>&gt; stage1_track</code></pre>
<pre><code>TSLS estimation, Dep. Var.: class_mean, Endo.: class_mean, Instr.: dec_town, n_hs_town_group, dec_town:n_hs_town_group
First stage: Dep. Var.: class_mean
Observations: 1,161,135 
Fixed-effects: as.factor(an): 12,  specializare_bac2: 116,  scoala_de_provenienta: 18,590,  town: 533,  n_students_bin: 133
Standard-errors: Clustered (town) 
                                Estimate   Std. Error      t value   Pr(&gt;|t|)    
dec_town1                       3.330285 1.652103e+00   2.01578541 4.4325e-02 *  
dec_town2                       1.743388 1.339393e+00   1.30162576 1.9361e-01    
dec_town3                       1.574597 1.112539e+00   1.41531789 1.5756e-01    
dec_town4                       1.180423 9.790810e-01   1.20564471 2.2849e-01    
dec_town5                       0.917240 6.233320e-01   1.47151093 1.4174e-01    
dec_town7                       0.054461 4.837790e-01   0.11257367 9.1041e-01    
dec_town8                      -1.164846 1.298604e+00  -0.89699838 3.7013e-01    
dec_town9                      -3.835616 1.499532e+00  -2.55787490 1.0807e-02 *  
dec_town10                     -7.728554 1.532859e+00  -5.04192179 6.3299e-07 ***
n_hs_town_group2                0.104008 3.761580e-01   0.27650163 7.8227e-01    
n_hs_town_group3               -1.209405 5.621790e-01  -2.15128151 3.1904e-02 *  
n_hs_town_group4-15            -1.953462 5.893660e-01  -3.31451431 9.8056e-04 ***
n_hs_town_group16+             -2.862177 7.254710e-01  -3.94526867 9.0395e-05 ***
dec_town1:n_hs_town_group2     -3.155868 7.124450e-01  -4.42963247 1.1465e-05 ***
dec_town2:n_hs_town_group2     -2.791077 6.329340e-01  -4.40974299 1.2529e-05 ***
dec_town3:n_hs_town_group2     -2.263294 5.893590e-01  -3.84026240 1.3771e-04 ***
dec_town4:n_hs_town_group2     -1.567073 4.546310e-01  -3.44690799 6.1190e-04 ***
dec_town5:n_hs_town_group2     -1.078898 2.640240e-01  -4.08635782 5.0581e-05 ***
dec_town7:n_hs_town_group2      0.519566 2.640460e-01   1.96771177 4.9620e-02 *  
dec_town8:n_hs_town_group2      0.949098 3.820340e-01   2.48432862 1.3286e-02 *  
dec_town9:n_hs_town_group2      1.898833 5.192320e-01   3.65700312 2.8055e-04 ***
dec_town10:n_hs_town_group2     2.866158 6.429860e-01   4.45757531 1.0115e-05 ***
dec_town1:n_hs_town_group3     -3.439228 1.129798e+00  -3.04410726 2.4492e-03 ** 
dec_town2:n_hs_town_group3     -3.128440 8.535560e-01  -3.66518396 2.7195e-04 ***
dec_town3:n_hs_town_group3     -2.569645 6.189560e-01  -4.15157702 3.8450e-05 ***
dec_town4:n_hs_town_group3     -2.012194 4.461680e-01  -4.50994919 7.9837e-06 ***
dec_town5:n_hs_town_group3     -1.615264 3.296370e-01  -4.90013119 1.2733e-06 ***
dec_town7:n_hs_town_group3      1.528369 3.799750e-01   4.02228890 6.5981e-05 ***
dec_town8:n_hs_town_group3      2.660704 6.760410e-01   3.93571584 9.3961e-05 ***
dec_town9:n_hs_town_group3      3.769655 8.433330e-01   4.46994879 9.5669e-06 ***
dec_town10:n_hs_town_group3     5.089013 9.523670e-01   5.34354098 1.3540e-07 ***
dec_town1:n_hs_town_group4-15  -7.511026 8.289000e-01  -9.06143644  &lt; 2.2e-16 ***
dec_town2:n_hs_town_group4-15  -6.985811 6.921200e-01 -10.09335615  &lt; 2.2e-16 ***
dec_town3:n_hs_town_group4-15  -5.320898 5.489930e-01  -9.69209854  &lt; 2.2e-16 ***
dec_town4:n_hs_town_group4-15  -3.980501 4.656870e-01  -8.54758809  &lt; 2.2e-16 ***
dec_town5:n_hs_town_group4-15  -2.232477 2.846180e-01  -7.84375230 2.4101e-14 ***
dec_town7:n_hs_town_group4-15   2.449782 2.965820e-01   8.26005594 1.1617e-15 ***
dec_town8:n_hs_town_group4-15   4.402930 4.837610e-01   9.10145053  &lt; 2.2e-16 ***
dec_town9:n_hs_town_group4-15   6.635266 6.659960e-01   9.96291472  &lt; 2.2e-16 ***
dec_town10:n_hs_town_group4-15  8.835468 8.435800e-01  10.47377509  &lt; 2.2e-16 ***
dec_town1:n_hs_town_group16+   -9.596395 9.615760e-01  -9.97985992  &lt; 2.2e-16 ***
dec_town2:n_hs_town_group16+   -8.662945 8.417690e-01 -10.29135945  &lt; 2.2e-16 ***
dec_town3:n_hs_town_group16+   -6.155862 7.730510e-01  -7.96307780 1.0229e-14 ***
dec_town4:n_hs_town_group16+   -4.040331 6.441000e-01  -6.27283132 7.3487e-10 ***
dec_town5:n_hs_town_group16+   -2.299872 3.981750e-01  -5.77602938 1.3023e-08 ***
dec_town7:n_hs_town_group16+    2.658858 3.385470e-01   7.85372889 2.2443e-14 ***
dec_town8:n_hs_town_group16+    5.642337 6.554110e-01   8.60885512  &lt; 2.2e-16 ***
dec_town9:n_hs_town_group16+    9.064640 9.052640e-01  10.01325235  &lt; 2.2e-16 ***
dec_town10:n_hs_town_group16+  11.988113 1.185182e+00  10.11500025  &lt; 2.2e-16 ***
entrance_perc                   0.320637 1.709800e-02  18.75264832  &lt; 2.2e-16 ***
n_students_town_yr             -0.005436 2.773000e-03  -1.96003374 5.0513e-02 .  
Unemployment_hs_bac             1.523150 3.542810e-01   4.29926756 2.0387e-05 ***
Wages_hs_bac                   72.369078 1.096392e+06   0.00006601 9.9995e-01    
drop_hs_hs_bac                  2.210427 1.339988e+06   0.00000165 1.0000e+00    
dec_town1:n_students_town_yr    0.000058 1.050000e-04   0.55085692 5.8196e-01    
dec_town2:n_students_town_yr    0.000026 9.500000e-05   0.27294055 7.8500e-01    
dec_town3:n_students_town_yr   -0.000094 8.500000e-05  -1.09996666 2.7184e-01    
dec_town4:n_students_town_yr   -0.000170 7.500000e-05  -2.27344554 2.3397e-02 *  
dec_town5:n_students_town_yr   -0.000147 3.500000e-05  -4.15190438 3.8397e-05 ***
dec_town7:n_students_town_yr    0.000159 3.300000e-05   4.84398552 1.6714e-06 ***
dec_town8:n_students_town_yr    0.000300 6.000000e-05   5.01947271 7.0785e-07 ***
dec_town9:n_students_town_yr    0.000446 8.000000e-05   5.55399741 4.4158e-08 ***
dec_town10:n_students_town_yr   0.000680 1.090000e-04   6.22290134 9.8971e-10 ***
dec_town1:Unemployment_hs_bac  -0.245543 1.682800e-01  -1.45913586 1.4512e-01    
dec_town2:Unemployment_hs_bac  -0.345513 1.611560e-01  -2.14396101 3.2489e-02 *  
dec_town3:Unemployment_hs_bac  -0.261684 1.373020e-01  -1.90589274 5.7203e-02 .  
dec_town4:Unemployment_hs_bac  -0.189465 1.075520e-01  -1.76162042 7.8708e-02 .  
dec_town5:Unemployment_hs_bac  -0.157471 6.929400e-02  -2.27252541 2.3453e-02 *  
dec_town7:Unemployment_hs_bac   0.035506 6.343200e-02   0.55975468 5.7588e-01    
dec_town8:Unemployment_hs_bac  -0.117504 9.335500e-02  -1.25868150 2.0870e-01    
dec_town9:Unemployment_hs_bac  -0.198864 1.297880e-01  -1.53221884 1.2606e-01    
dec_town10:Unemployment_hs_bac -0.342308 1.518920e-01  -2.25362229 2.4626e-02 *  
dec_town1:Wages_hs_bac         -1.692810 1.295729e+00  -1.30645389 1.9196e-01    
dec_town2:Wages_hs_bac         -1.770884 1.255145e+00  -1.41089982 1.5886e-01    
dec_town3:Wages_hs_bac         -1.162475 1.137061e+00  -1.02235133 3.0708e-01    
dec_town4:Wages_hs_bac         -0.531160 9.580920e-01  -0.55439392 5.7954e-01    
dec_town5:Wages_hs_bac          0.213344 4.856510e-01   0.43929494 6.6063e-01    
dec_town7:Wages_hs_bac         -0.528534 4.486580e-01  -1.17803514 2.3931e-01    
dec_town8:Wages_hs_bac         -2.367807 8.470230e-01  -2.79544553 5.3701e-03 ** 
dec_town9:Wages_hs_bac         -3.915104 1.221416e+00  -3.20538012 1.4298e-03 ** 
dec_town10:Wages_hs_bac        -4.741042 1.473218e+00  -3.21815495 1.3688e-03 ** 
dec_town1:drop_hs_hs_bac       -0.006016 4.908900e-01  -0.01225436 9.9023e-01    
dec_town2:drop_hs_hs_bac       -0.070591 3.900030e-01  -0.18100052 8.5644e-01    
dec_town3:drop_hs_hs_bac       -0.252841 3.114460e-01  -0.81182914 4.1725e-01    
dec_town4:drop_hs_hs_bac       -0.210995 2.840580e-01  -0.74278952 4.5794e-01    
dec_town5:drop_hs_hs_bac       -0.102211 1.899510e-01  -0.53809125 5.9074e-01    
dec_town7:drop_hs_hs_bac       -0.180672 1.549540e-01  -1.16597521 2.4415e-01    
dec_town8:drop_hs_hs_bac       -0.205001 4.239420e-01  -0.48355963 6.2890e-01    
dec_town9:drop_hs_hs_bac       -0.058087 4.927270e-01  -0.11788914 9.0620e-01    
dec_town10:drop_hs_hs_bac      -0.020629 5.081170e-01  -0.04059859 9.6763e-01    
... 13 variables were removed because of collinearity (dec_town1, dec_town2 and 11 others [full set in $collin.var])
---
Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
RMSE: 7.6515     Adj. R2: 0.861442
               Within R2: 0.507508
F-test (1st stage): stat = 1,005.0, p &lt; 2.2e-16, on 49 and 1,142,197 DoF.</code></pre>
<pre class="r"><code>&gt; model_track_ols&lt;-feols(grad_perc~entrance_perc+class_mean+dec_town+n_hs_town_group+dec_town*n_students_town_yr+Unemployment_hs_bac*dec_town+Wages_hs_bac*dec_town+drop_hs_hs_bac*dec_town|
+         as.factor(an)+specializare_bac2+scoala_de_provenienta+town,
+       cluster=~town,
+       data=data_regression2 %&gt;% filter(school_change==F))</code></pre>
<p>Show first and second stages</p>
<pre class="r"><code>&gt; summary(model_track_ols)</code></pre>
<pre><code>OLS estimation, Dep. Var.: grad_perc
Observations: 1,161,135 
Fixed-effects: as.factor(an): 12,  specializare_bac2: 116,  scoala_de_provenienta: 18,590,  town: 533
Standard-errors: Clustered (town) 
                                Estimate   Std. Error   t value   Pr(&gt;|t|)    
entrance_perc                   0.512463     0.015524 33.011174  &lt; 2.2e-16 ***
class_mean                      0.213959     0.011902 17.975981  &lt; 2.2e-16 ***
dec_town1                      -2.621816     2.211274 -1.185659 2.3629e-01    
dec_town2                      -3.341296     1.727642 -1.934022 5.3640e-02 .  
dec_town3                      -2.681767     1.338552 -2.003483 4.5632e-02 *  
dec_town4                      -2.268728     0.969495 -2.340113 1.9647e-02 *  
dec_town5                      -1.376758     0.697497 -1.973855 4.8915e-02 *  
dec_town7                       1.572338     0.521690  3.013930 2.7018e-03 ** 
dec_town8                       3.104375     0.699327  4.439091 1.0989e-05 ***
dec_town9                       6.217624     0.954878  6.511432 1.7248e-10 ***
dec_town10                     12.723978     1.256664 10.125207  &lt; 2.2e-16 ***
n_hs_town_group2               -0.579171     0.749630 -0.772609 4.4010e-01    
n_hs_town_group3               -2.696916     1.325047 -2.035336 4.2312e-02 *  
n_hs_town_group4-15            -1.371345     1.498869 -0.914920 3.6065e-01    
n_hs_town_group16+             -2.479500     1.934736 -1.281570 2.0055e-01    
n_students_town_yr             -0.001169     0.000268 -4.366926 1.5149e-05 ***
Unemployment_hs_bac             6.435909     0.708583  9.082789  &lt; 2.2e-16 ***
Wages_hs_bac                   50.019226 28619.545591  0.001748 9.9861e-01    
drop_hs_hs_bac                 77.450956 41093.998266  0.001885 9.9850e-01    
dec_town1:n_students_town_yr    0.000194     0.000162  1.197809 2.3152e-01    
dec_town2:n_students_town_yr    0.000149     0.000122  1.223663 2.2162e-01    
dec_town3:n_students_town_yr    0.000034     0.000097  0.349486 7.2686e-01    
dec_town4:n_students_town_yr   -0.000056     0.000065 -0.849264 3.9612e-01    
dec_town5:n_students_town_yr   -0.000038     0.000036 -1.050924 2.9377e-01    
dec_town7:n_students_town_yr   -0.000099     0.000029 -3.469753 5.6320e-04 ***
dec_town8:n_students_town_yr   -0.000107     0.000047 -2.263352 2.4016e-02 *  
dec_town9:n_students_town_yr   -0.000181     0.000057 -3.191954 1.4966e-03 ** 
dec_town10:n_students_town_yr  -0.000264     0.000066 -3.971261 8.1331e-05 ***
dec_town1:Unemployment_hs_bac   0.526348     0.208301  2.526866 1.1797e-02 *  
dec_town2:Unemployment_hs_bac   0.547050     0.162797  3.360315 8.3442e-04 ***
dec_town3:Unemployment_hs_bac   0.448369     0.139767  3.207988 1.4171e-03 ** 
dec_town4:Unemployment_hs_bac   0.239767     0.110124  2.177249 2.9901e-02 *  
dec_town5:Unemployment_hs_bac   0.050524     0.086537  0.583845 5.5957e-01    
dec_town7:Unemployment_hs_bac  -0.100961     0.071394 -1.414140 1.5791e-01    
dec_town8:Unemployment_hs_bac   0.000655     0.076651  0.008542 9.9319e-01    
dec_town9:Unemployment_hs_bac   0.016932     0.094413  0.179340 8.5774e-01    
dec_town10:Unemployment_hs_bac  0.180543     0.113081  1.596573 1.1095e-01    
dec_town1:Wages_hs_bac         -3.260565     2.292397 -1.422338 1.5551e-01    
dec_town2:Wages_hs_bac         -2.275579     1.847268 -1.231862 2.1854e-01    
dec_town3:Wages_hs_bac         -0.421104     1.444061 -0.291611 7.7070e-01    
dec_town4:Wages_hs_bac          1.005718     0.928832  1.082777 2.7940e-01    
dec_town5:Wages_hs_bac          0.660799     0.552339  1.196365 2.3209e-01    
dec_town7:Wages_hs_bac          0.796353     0.431802  1.844256 6.5702e-02 .  
dec_town8:Wages_hs_bac          1.092829     0.818157  1.335720 1.8221e-01    
dec_town9:Wages_hs_bac          1.888383     0.951722  1.984175 4.7750e-02 *  
dec_town10:Wages_hs_bac         2.371922     1.080154  2.195911 2.8529e-02 *  
dec_town1:drop_hs_hs_bac        0.901639     0.627391  1.437125 1.5127e-01    
dec_town2:drop_hs_hs_bac        0.725716     0.472350  1.536395 1.2504e-01    
dec_town3:drop_hs_hs_bac        0.564578     0.378499  1.491625 1.3639e-01    
dec_town4:drop_hs_hs_bac        0.511740     0.257658  1.986125 4.7532e-02 *  
dec_town5:drop_hs_hs_bac        0.294910     0.184063  1.602225 1.0970e-01    
dec_town7:drop_hs_hs_bac       -0.117769     0.156917 -0.750513 4.5328e-01    
dec_town8:drop_hs_hs_bac       -0.118567     0.179594 -0.660193 5.0942e-01    
dec_town9:drop_hs_hs_bac       -0.230295     0.248624 -0.926278 3.5472e-01    
dec_town10:drop_hs_hs_bac      -0.552939     0.335336 -1.648908 9.9757e-02 .  
---
Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
RMSE: 16.5     Adj. R2: 0.638846
             Within R2: 0.360359</code></pre>
<pre class="r"><code>&gt; sizes&lt;-unique(data_regression2[order(data_regression2$n_hs_town_group),]$n_hs_town_group)
&gt; 
&gt; quantile&lt;-&#39;dec_town&#39;
&gt; n_quantiles&lt;-10
&gt; deciles&lt;-c(&quot;dec_town1&quot;,&quot;dec_town2&quot;,&quot;dec_town3&quot;,&quot;dec_town4&quot;,&quot;dec_town5&quot;,&quot;dec_town7&quot;,&quot;dec_town8&quot;,&quot;dec_town9&quot;,&quot;dec_town10&quot;)
&gt; deciles&lt;-c(&quot;dec_town6&quot;,deciles[deciles %in% colnames(vcov_cluster_track)])
&gt; 
&gt; 
&gt; fe_stage_1_track&lt;-data.frame()
&gt; for (i in 1:length(sizes)){
+   size&lt;-sizes[i]
+   print(&quot;size&quot;)
+   print(size)
+   for (q in deciles) {
+     print(&quot;q&quot;)
+     print(q)
+     q&lt;-as.numeric(gsub(&quot;dec_town&quot;,&quot;&quot;,q))
+     if (q!=6 &amp; size!=1){
+       town_name &lt;-paste0(&#39;n_hs_town_group&#39;,size)  
+       quart_name &lt;-paste0(quantile,q)
+       quart_town_name &lt;-paste0(quantile,q,&#39;:n_hs_town_group&#39;,size)
+       names&lt;-c(&#39;entrance_perc&#39;,town_name,quart_name,quart_town_name)
+       #names&lt;-c(quart_name,quart_town_name)
+       vcov_temp&lt;-vcov_cluster_track[names,names]
+       
+       fe_town&lt;-summary(stage1_track)$coefficients[town_name]
+       fe_quant&lt;-summary(stage1_track)$coefficients[quart_name]
+       fe_town_quant&lt;-summary(stage1_track)$coefficients[quart_town_name]
+       
+       fe&lt;-ifelse(is.na(fe_town),0,fe_town)+ifelse(is.na(fe_quant),0,fe_quant)+ifelse(is.na(fe_town_quant),0,fe_town_quant)
+       
+       #fe&lt;-ifelse(is.na(fe_quant),0,fe_quant)+ifelse(is.na(fe_town_quant),0,fe_town_quant)
+     } else if (q==6 &amp; size!=1){
+       town_name &lt;-paste0(&#39;n_hs_town_group&#39;,size)  
+       names&lt;-c(&#39;entrance_perc&#39;,town_name)
+       vcov_temp&lt;-vcov_cluster_track[names,names]
+       #vcov_temp&lt;-0
+       
+       fe_town&lt;-summary(stage1_track)$coefficients[town_name]
+       
+       fe&lt;-ifelse(is.na(fe_town),0,fe_town)
+       #fe&lt;-0
+     } else if (q!=6 &amp; size==1){
+       quart_name &lt;-paste0(quantile,q) 
+       names&lt;-c(&#39;entrance_perc&#39;,quart_name)
+       vcov_temp&lt;-vcov_cluster_track[names,names]
+       
+       fe_quant&lt;-summary(stage1_track)$coefficients[quart_name]
+       
+       
+       fe&lt;-ifelse(is.na(fe_quant),0,fe_quant)
+     } else if (q==6 &amp; size==1){
+       fe&lt;-0
+       se&lt;-0
+     }
+     fe_grade&lt;-summary(stage1_track)$coefficients[&#39;entrance_perc&#39;]*
+       mean(data_regression2[data_regression2$dec_town==q &amp; data_regression2$n_hs_town_group==size &amp; !is.na(data_regression2$entrance_perc),]$entrance_perc)
+     fe&lt;-fe+fe_grade
+     
+     q&lt;-q
+     size&lt;-size
+     #se&lt;-sqrt(sum(vcov_temp))
+     #sqrt(vcov_cluster_track[town_name,town_name])+sqrt(vcov_cluster_track[quart_name,quart_name])+sqrt(vcov_cluster_track[quart_town_name,quart_town_name])+
+     #            2*(vcov_cluster_track[town_name,quart_name])+2*(vcov_cluster_track[quart_name,quart_town_name])+2*(vcov_cluster_track[town_name,quart_town_name])
+     if (q!=6 | size!=1){
+       #fe&lt;-data.frame(fe=fe,decile=q,n_hs_towns=size,se=se)
+       se&lt;-sqrt(t(as.matrix(c(fe_grade,rep(1,dim(vcov_temp)[1]-1))))%*%vcov_temp%*%(c(fe_grade,rep(1,dim(vcov_temp)[1]-1))))
+       fe&lt;-data.frame(fe=fe,decile=q,n_hs_towns=size,se=se) 
+     } else {
+       #fe&lt;-data.frame(fe=0,decile=q,n_hs_towns=size,se=0)
+       se&lt;-fe_grade*summary(stage1_track)$se[&#39;entrance_perc&#39;]
+       fe&lt;-data.frame(fe=fe,decile=q,n_hs_towns=size,se=se) 
+     }
+     
+     #print(&#39;dim&#39;)
+     #print(dim(fe)[2])
+     fe_stage_1_track&lt;-bind_rows(fe_stage_1_track,fe)
+   }
+ }</code></pre>
<pre><code>[1] &quot;size&quot;
[1] 1
Levels: 1 2 3 4-15 16+
[1] &quot;q&quot;
[1] &quot;dec_town6&quot;
[1] &quot;q&quot;
[1] &quot;dec_town1&quot;
[1] &quot;q&quot;
[1] &quot;dec_town2&quot;
[1] &quot;q&quot;
[1] &quot;dec_town3&quot;
[1] &quot;q&quot;
[1] &quot;dec_town4&quot;
[1] &quot;q&quot;
[1] &quot;dec_town5&quot;
[1] &quot;q&quot;
[1] &quot;dec_town7&quot;
[1] &quot;q&quot;
[1] &quot;dec_town8&quot;
[1] &quot;q&quot;
[1] &quot;dec_town9&quot;
[1] &quot;q&quot;
[1] &quot;dec_town10&quot;
[1] &quot;size&quot;
[1] 2
Levels: 1 2 3 4-15 16+
[1] &quot;q&quot;
[1] &quot;dec_town6&quot;
[1] &quot;q&quot;
[1] &quot;dec_town1&quot;
[1] &quot;q&quot;
[1] &quot;dec_town2&quot;
[1] &quot;q&quot;
[1] &quot;dec_town3&quot;
[1] &quot;q&quot;
[1] &quot;dec_town4&quot;
[1] &quot;q&quot;
[1] &quot;dec_town5&quot;
[1] &quot;q&quot;
[1] &quot;dec_town7&quot;
[1] &quot;q&quot;
[1] &quot;dec_town8&quot;
[1] &quot;q&quot;
[1] &quot;dec_town9&quot;
[1] &quot;q&quot;
[1] &quot;dec_town10&quot;
[1] &quot;size&quot;
[1] 3
Levels: 1 2 3 4-15 16+
[1] &quot;q&quot;
[1] &quot;dec_town6&quot;
[1] &quot;q&quot;
[1] &quot;dec_town1&quot;
[1] &quot;q&quot;
[1] &quot;dec_town2&quot;
[1] &quot;q&quot;
[1] &quot;dec_town3&quot;
[1] &quot;q&quot;
[1] &quot;dec_town4&quot;
[1] &quot;q&quot;
[1] &quot;dec_town5&quot;
[1] &quot;q&quot;
[1] &quot;dec_town7&quot;
[1] &quot;q&quot;
[1] &quot;dec_town8&quot;
[1] &quot;q&quot;
[1] &quot;dec_town9&quot;
[1] &quot;q&quot;
[1] &quot;dec_town10&quot;
[1] &quot;size&quot;
[1] 4-15
Levels: 1 2 3 4-15 16+
[1] &quot;q&quot;
[1] &quot;dec_town6&quot;
[1] &quot;q&quot;
[1] &quot;dec_town1&quot;
[1] &quot;q&quot;
[1] &quot;dec_town2&quot;
[1] &quot;q&quot;
[1] &quot;dec_town3&quot;
[1] &quot;q&quot;
[1] &quot;dec_town4&quot;
[1] &quot;q&quot;
[1] &quot;dec_town5&quot;
[1] &quot;q&quot;
[1] &quot;dec_town7&quot;
[1] &quot;q&quot;
[1] &quot;dec_town8&quot;
[1] &quot;q&quot;
[1] &quot;dec_town9&quot;
[1] &quot;q&quot;
[1] &quot;dec_town10&quot;
[1] &quot;size&quot;
[1] 16+
Levels: 1 2 3 4-15 16+
[1] &quot;q&quot;
[1] &quot;dec_town6&quot;
[1] &quot;q&quot;
[1] &quot;dec_town1&quot;
[1] &quot;q&quot;
[1] &quot;dec_town2&quot;
[1] &quot;q&quot;
[1] &quot;dec_town3&quot;
[1] &quot;q&quot;
[1] &quot;dec_town4&quot;
[1] &quot;q&quot;
[1] &quot;dec_town5&quot;
[1] &quot;q&quot;
[1] &quot;dec_town7&quot;
[1] &quot;q&quot;
[1] &quot;dec_town8&quot;
[1] &quot;q&quot;
[1] &quot;dec_town9&quot;
[1] &quot;q&quot;
[1] &quot;dec_town10&quot;</code></pre>
<pre class="r"><code>&gt; fe_stage_1_track$fe&lt;-fe_stage_1_track$fe-fe_stage_1_track[fe_stage_1_track$decile==6 &amp; fe_stage_1_track$n_hs_towns==1,]$fe</code></pre>
<p>Track 1st Stage Graph:</p>
<pre class="r"><code>&gt; lb&lt;-min(fe_stage_1_track %&gt;% mutate(lb=fe-se*qnorm(0.975)) %&gt;% ungroup %&gt;% dplyr::select(lb))
&gt; ub&lt;-max(fe_stage_1_track %&gt;% mutate(ub=fe+se*qnorm(0.975)) %&gt;% ungroup %&gt;% dplyr::select(ub))
&gt; graph_track_1&lt;-ggplot(data=fe_stage_1_track,aes(x=decile,y=fe,color=n_hs_towns))+
+   geom_errorbar(aes(ymin=fe-se*qnorm(0.975), ymax=fe+se*qnorm(0.975)),  width=0.5,size=0.8,position=position_dodge(0.5))+
+   geom_point(size=1,position=position_dodge(0.5))+
+    theme(strip.text.x = element_text(size=18),
+         axis.text.x=element_text(angle = 0, vjust=0.5,size=14),
+         axis.text.y = element_text(size=14),  
+         axis.title.x = element_text(size=14),
+         axis.title.y = element_text(size=14),
+         legend.title=element_text(size=18),
+         legend.text=element_text(size=18))+
+   #ylim(-0.1,0.3)+
+   xlab(&quot;Own Admission Score Decile (Town-Cohort)&quot;)+
+   ylab(&quot;Peer Admission Score Percentile (National-Cohort)&quot;)+
+   scale_x_continuous(breaks=0:10)+
+   scale_y_continuous(breaks=seq(from = -20, to = 60, by = 5),limits=c(lb,ub))+ 
+   theme(legend.position = &quot;none&quot;)
&gt; graph_track_1</code></pre>
<p><img 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" width="768" />
Differences:</p>
<pre class="r"><code>&gt; #Bottom decile difference in peer means (across diff town sizes)
&gt; fe_stage_1_track[fe_stage_1_track$decile==1 &amp; fe_stage_1_track$n_hs_towns==1,]$fe-fe_stage_1_track[fe_stage_1_track$decile==1 &amp; fe_stage_1_track$n_hs_towns==&#39;16+&#39;,]$fe</code></pre>
<pre><code>[1] 12.87922</code></pre>
<pre class="r"><code>&gt; #Top decile difference in peer means (across diff town sizes)
&gt; fe_stage_1_track[fe_stage_1_track$decile==10 &amp; fe_stage_1_track$n_hs_towns==1,]$fe-fe_stage_1_track[fe_stage_1_track$decile==10 &amp; fe_stage_1_track$n_hs_towns==&#39;16+&#39;,]$fe</code></pre>
<pre><code>[1] -14.23042</code></pre>
<p>Track 2nd Stage Graph</p>
<pre class="r"><code>&gt; name&lt;-&quot;fit_class_mean&quot;
&gt; fe_stage_2_track&lt;-fe_stage_1_track
&gt; 
&gt; fe_stage_2_track$se_b&lt;-summary(model_track)$se[name]
&gt; fe_stage_2_track$se_mu&lt;-fe_stage_2_track$se
&gt; fe_stage_2_track$b&lt;-summary(model_track)$coefficients[name]
&gt; fe_stage_2_track$mu&lt;-fe_stage_2_track$fe
&gt; 
&gt; 
&gt; names&lt;-c(&quot;n_hs_town_group2&quot;,&quot;n_hs_town_group3&quot;,&quot;n_hs_town_group4-15&quot;,&quot;n_hs_town_group16+&quot;)
&gt; town_size_fe&lt;-data.frame(n_hs_towns=factor(c(1,2,3,&#39;4-15&#39;,&#39;16+&#39;),levels=c(1,2,3,&#39;4-15&#39;,&#39;16+&#39;)),
+                           n_town=c(0,summary(model_track)$coefficients[names]),
+                          se_town=c(0,summary(model_track)$se[names]),
+                          covb=c(0,vcov(model_track)[names,&quot;fit_class_mean&quot;]))
&gt; 
&gt; fe_stage_2_track&lt;-fe_stage_2_track %&gt;% left_join(town_size_fe)
&gt; fe_stage_2_track&lt;-fe_stage_2_track %&gt;% mutate(se_mub=sqrt(se_b^2*mu^2+se_mu^2*b^2+se_b^2*mu^2))
&gt; fe_stage_2_track&lt;-fe_stage_2_track %&gt;% mutate(fe=b*mu+n_town)</code></pre>
<p>Differences:</p>
<pre class="r"><code>&gt; #Difference at graduation between 1st decile students
&gt; fe_stage_2_track[fe_stage_2_track$decile==1 &amp; fe_stage_2_track$n_hs_towns==1,]$fe-
+   fe_stage_2_track[fe_stage_2_track$decile==1 &amp; fe_stage_2_track$n_hs_towns==&#39;16+&#39;,]$fe</code></pre>
<pre><code>[1] 7.310353</code></pre>
<pre class="r"><code>&gt; #Difference at graduation between 10th decile students
&gt; fe_stage_2_track[fe_stage_2_track$decile==10 &amp; fe_stage_2_track$n_hs_towns==1,]$fe-
+   fe_stage_2_track[fe_stage_2_track$decile==10 &amp; fe_stage_2_track$n_hs_towns==&#39;16+&#39;,]$fe</code></pre>
<pre><code>[1] -2.520788</code></pre>
<pre class="r"><code>&gt; #Difference at graduation between top and bottom decile students in large towns
&gt; fe_stage_2_track[fe_stage_2_track$decile==10 &amp; fe_stage_1_track$n_hs_towns==&#39;16+&#39;,]$fe-
+   fe_stage_2_track[fe_stage_2_track$decile==1 &amp; fe_stage_2_track$n_hs_towns==&#39;16+&#39;,]$fe</code></pre>
<pre><code>[1] 13.99633</code></pre>
<pre class="r"><code>&gt; #Difference at graduation between top and bottom decile students in small towns
&gt; fe_stage_2_track[fe_stage_2_track$decile==10 &amp; fe_stage_1_track$n_hs_towns==2,]$fe-
+   fe_stage_2_track[fe_stage_2_track$decile==1 &amp; fe_stage_2_track$n_hs_towns==2,]$fe</code></pre>
<pre><code>[1] 7.296846</code></pre>
</div>
<div id="school" class="section level3">
<h3>School</h3>
<p>Run regression:</p>
<pre class="r"><code>&gt; #rm(model_track,stage1_track)
&gt; gc()</code></pre>
<pre><code>             used    (Mb) gc trigger    (Mb)   max used    (Mb)
Ncells    2855655   152.6    8875858   474.1   28150485  1503.4
Vcells 4618143698 35233.7 8222243002 62730.8 8222188131 62730.4</code></pre>
<pre class="r"><code>&gt; model_school&lt;-feols(grad_perc~entrance_perc+dec_town+n_hs_town_group+dec_town*n_students_town_yr+Unemployment_hs_bac*dec_town+Wages_hs_bac*dec_town+drop_hs_hs_bac*dec_town|
+         as.factor(an)+specializare_bac2+scoala_de_provenienta+town|
+         school_mean~dec_town*n_hs_town_group,
+       cluster=~judet_bac+town,
+       data=data_regression2 %&gt;% filter(school_change==F))
&gt; stage1_school&lt;-summary(model_school,stage=1)
&gt; vcov_cluster_school&lt;-stage1_school$cov.unscaled</code></pre>
<p>Show first and second stages:</p>
<pre class="r"><code>&gt; summary(model_school)</code></pre>
<pre><code>TSLS estimation, Dep. Var.: grad_perc, Endo.: school_mean, Instr.: dec_town, n_hs_town_group, dec_town:n_hs_town_group
Second stage: Dep. Var.: grad_perc
Observations: 1,161,358 
Fixed-effects: as.factor(an): 12,  specializare_bac2: 116,  scoala_de_provenienta: 18,590,  town: 533
Standard-errors: Clustered (judet_bac &amp; town) 
                                Estimate   Std. Error   t value   Pr(&gt;|t|)    
fit_school_mean                 0.177160     0.021668  8.176240 4.5675e-10 ***
entrance_perc                   0.525870     0.026037 20.196847  &lt; 2.2e-16 ***
dec_town1                      -3.486685     3.086295 -1.129731 2.6532e-01    
dec_town2                      -4.157176     2.406929 -1.727170 9.1853e-02 .  
dec_town3                      -3.265878     1.741562 -1.875257 6.8071e-02 .  
dec_town4                      -2.572688     1.392563 -1.847448 7.2088e-02 .  
dec_town5                      -1.506414     0.938080 -1.605848 1.1617e-01    
dec_town7                       1.748841     0.503571  3.472879 1.2511e-03 ** 
dec_town8                       3.416532     0.823838  4.147091 1.7029e-04 ***
dec_town9                       6.483491     1.193740  5.431240 2.9711e-06 ***
dec_town10                     12.826952     1.706832  7.515066 3.6326e-09 ***
n_hs_town_group2               -0.557301     0.820466 -0.679249 5.0089e-01    
n_hs_town_group3               -2.728257     1.386836 -1.967253 5.6116e-02 .  
n_hs_town_group4-15            -1.387802     1.539674 -0.901361 3.7279e-01    
n_hs_town_group16+             -2.464215     1.923704 -1.280974 2.0758e-01    
n_students_town_yr             -0.001141     0.000286 -3.988100 2.7561e-04 ***
Unemployment_hs_bac             7.653838     0.694269 11.024314 1.0776e-13 ***
Wages_hs_bac                   58.173594 25095.233272  0.002318 9.9816e-01    
drop_hs_hs_bac                 90.406353 31037.492821  0.002913 9.9769e-01    
dec_town1:n_students_town_yr    0.000229     0.000175  1.304651 1.9947e-01    
dec_town2:n_students_town_yr    0.000174     0.000131  1.326479 1.9221e-01    
dec_town3:n_students_town_yr    0.000053     0.000099  0.530448 5.9873e-01    
dec_town4:n_students_town_yr   -0.000045     0.000073 -0.621710 5.3766e-01    
dec_town5:n_students_town_yr   -0.000034     0.000043 -0.803219 4.2660e-01    
dec_town7:n_students_town_yr   -0.000112     0.000029 -3.836396 4.3375e-04 ***
dec_town8:n_students_town_yr   -0.000133     0.000048 -2.800068 7.8296e-03 ** 
dec_town9:n_students_town_yr   -0.000213     0.000066 -3.225236 2.5096e-03 ** 
dec_town10:n_students_town_yr  -0.000305     0.000099 -3.092257 3.6120e-03 ** 
dec_town1:Unemployment_hs_bac   0.379820     0.213305  1.780641 8.2567e-02 .  
dec_town2:Unemployment_hs_bac   0.371000     0.170624  2.174369 3.5651e-02 *  
dec_town3:Unemployment_hs_bac   0.293477     0.140640  2.086716 4.3332e-02 *  
dec_town4:Unemployment_hs_bac   0.107932     0.122970  0.877713 3.8534e-01    
dec_town5:Unemployment_hs_bac  -0.035454     0.098736 -0.359078 7.2143e-01    
dec_town7:Unemployment_hs_bac  -0.018271     0.074935 -0.243831 8.0861e-01    
dec_town8:Unemployment_hs_bac   0.132745     0.088306  1.503241 1.4063e-01    
dec_town9:Unemployment_hs_bac   0.196642     0.139559  1.409024 1.6655e-01    
dec_town10:Unemployment_hs_bac  0.373898     0.162822  2.296365 2.6972e-02 *  
dec_town1:Wages_hs_bac         -3.145953     2.410182 -1.305276 1.9926e-01    
dec_town2:Wages_hs_bac         -2.124224     1.960086 -1.083740 2.8497e-01    
dec_town3:Wages_hs_bac         -0.250239     1.466986 -0.170581 8.6541e-01    
dec_town4:Wages_hs_bac          1.134870     1.009619  1.124057 2.6769e-01    
dec_town5:Wages_hs_bac          0.700352     0.624107  1.122166 2.6848e-01    
dec_town7:Wages_hs_bac          0.923037     0.458833  2.011704 5.1021e-02 .  
dec_town8:Wages_hs_bac          1.343017     0.857436  1.566317 1.2515e-01    
dec_town9:Wages_hs_bac          2.178237     1.112717  1.957585 5.7281e-02 .  
dec_town10:Wages_hs_bac         2.748820     1.459535  1.883353 6.6938e-02 .  
dec_town1:drop_hs_hs_bac        1.036018     0.856877  1.209062 2.3374e-01    
dec_town2:drop_hs_hs_bac        0.844021     0.639733  1.319334 1.9456e-01    
dec_town3:drop_hs_hs_bac        0.651737     0.489977  1.330136 1.9101e-01    
dec_town4:drop_hs_hs_bac        0.555770     0.339898  1.635108 1.0987e-01    
dec_town5:drop_hs_hs_bac        0.311096     0.230186  1.351500 1.8413e-01    
dec_town7:drop_hs_hs_bac       -0.112019     0.124935 -0.896612 3.7529e-01    
dec_town8:drop_hs_hs_bac       -0.094272     0.208146 -0.452914 6.5306e-01    
dec_town9:drop_hs_hs_bac       -0.148276     0.301012 -0.492590 6.2500e-01    
dec_town10:drop_hs_hs_bac      -0.406936     0.424483 -0.958662 3.4349e-01    
... 13 variables were removed because of collinearity (dec_town1, dec_town2 and 11 others [full set in $collin.var])
---
Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
RMSE: 16.5     Adj. R2: 0.63737 
             Within R2: 0.357602
F-test (1st stage), school_mean: stat = 3,538.6, p &lt; 2.2e-16, on 49 and 1,142,552 DoF.
                     Wu-Hausman: stat =    77.7, p &lt; 2.2e-16, on 1 and 1,142,054 DoF.
                         Sargan: stat =   792.5, p &lt; 2.2e-16, on 48 DoF.</code></pre>
<pre class="r"><code>&gt; stage1_school</code></pre>
<pre><code>TSLS estimation, Dep. Var.: school_mean, Endo.: school_mean, Instr.: dec_town, n_hs_town_group, dec_town:n_hs_town_group
First stage: Dep. Var.: school_mean
Observations: 1,161,358 
Fixed-effects: as.factor(an): 12,  specializare_bac2: 116,  scoala_de_provenienta: 18,590,  town: 533
Standard-errors: Clustered (judet_bac &amp; town) 
                                    Estimate   Std. Error    t value   Pr(&gt;|t|)    
dec_town1                       10.891153596     2.145763   5.075656 9.3006e-06 ***
dec_town2                        9.533473136     1.763654   5.405525 3.2276e-06 ***
dec_town3                        8.453374427     1.697626   4.979528 1.2638e-05 ***
dec_town4                        5.868308512     1.475173   3.978048 2.8407e-04 ***
dec_town5                        3.396688661     0.949899   3.575842 9.3073e-04 ***
dec_town7                       -2.203209818     0.802404  -2.745762 9.0018e-03 ** 
dec_town8                       -5.204392176     1.890578  -2.752805 8.8411e-03 ** 
dec_town9                       -8.069814132     2.457564  -3.283663 2.1339e-03 ** 
dec_town10                     -11.405027124     2.709641  -4.209055 1.4093e-04 ***
n_hs_town_group2                 0.168272822     0.424863   0.396064 6.9416e-01    
n_hs_town_group3                -1.858174171     0.693048  -2.681161 1.0607e-02 *  
n_hs_town_group4-15             -3.506453654     0.798719  -4.390097 8.0693e-05 ***
n_hs_town_group16+              -5.058499504     0.948262  -5.334493 4.0565e-06 ***
dec_town1:n_hs_town_group2      -8.910967833     1.067264  -8.349356 2.6733e-10 ***
dec_town2:n_hs_town_group2      -9.095983266     0.844929 -10.765379 2.2066e-13 ***
dec_town3:n_hs_town_group2      -7.926742143     0.818269  -9.687204 4.7901e-12 ***
dec_town4:n_hs_town_group2      -5.789059577     0.724590  -7.989430 8.1703e-10 ***
dec_town5:n_hs_town_group2      -3.441255986     0.535186  -6.430023 1.1754e-07 ***
dec_town7:n_hs_town_group2       2.287159245     0.323376   7.072753 1.4856e-08 ***
dec_town8:n_hs_town_group2       3.658843594     0.514269   7.114655 1.2993e-08 ***
dec_town9:n_hs_town_group2       4.545859897     0.621058   7.319541 6.7579e-09 ***
dec_town10:n_hs_town_group2      5.532182025     0.702780   7.871860 1.1803e-09 ***
dec_town1:n_hs_town_group3     -11.187167434     1.468410  -7.618556 2.6187e-09 ***
dec_town2:n_hs_town_group3     -10.353133948     1.450759  -7.136355 1.2122e-08 ***
dec_town3:n_hs_town_group3      -9.710374356     1.138391  -8.529914 1.5344e-10 ***
dec_town4:n_hs_town_group3      -7.740209367     0.948673  -8.158983 4.8188e-10 ***
dec_town5:n_hs_town_group3      -4.829493487     0.733357  -6.585465 7.1154e-08 ***
dec_town7:n_hs_town_group3       4.160431060     0.883892   4.706945 2.9976e-05 ***
dec_town8:n_hs_town_group3       7.417695775     1.044942   7.098667 1.3674e-08 ***
dec_town9:n_hs_town_group3       9.386346744     1.189386   7.891761 1.1089e-09 ***
dec_town10:n_hs_town_group3     11.176311675     1.349496   8.281841 3.2931e-10 ***
dec_town1:n_hs_town_group4-15  -18.537842867     1.247243 -14.863058  &lt; 2.2e-16 ***
dec_town2:n_hs_town_group4-15  -17.388432695     1.104376 -15.745029  &lt; 2.2e-16 ***
dec_town3:n_hs_town_group4-15  -14.675206089     0.974059 -15.066033  &lt; 2.2e-16 ***
dec_town4:n_hs_town_group4-15  -11.188328554     0.835515 -13.390936 2.2877e-16 ***
dec_town5:n_hs_town_group4-15   -6.212952996     0.441184 -14.082447  &lt; 2.2e-16 ***
dec_town7:n_hs_town_group4-15    6.245412906     0.399428  15.635894  &lt; 2.2e-16 ***
dec_town8:n_hs_town_group4-15   11.237409877     0.572405  19.631925  &lt; 2.2e-16 ***
dec_town9:n_hs_town_group4-15   15.134222126     0.894501  16.919179  &lt; 2.2e-16 ***
dec_town10:n_hs_town_group4-15  18.017926739     1.139571  15.811149  &lt; 2.2e-16 ***
dec_town1:n_hs_town_group16+   -21.340284663     1.162647 -18.354906  &lt; 2.2e-16 ***
dec_town2:n_hs_town_group16+   -20.106527857     0.991940 -20.269902  &lt; 2.2e-16 ***
dec_town3:n_hs_town_group16+   -16.688120417     0.976106 -17.096624  &lt; 2.2e-16 ***
dec_town4:n_hs_town_group16+   -12.253620209     0.896821 -13.663403  &lt; 2.2e-16 ***
dec_town5:n_hs_town_group16+    -6.802499139     0.638669 -10.651057 3.0363e-13 ***
dec_town7:n_hs_town_group16+     6.523571487     0.492180  13.254430 3.2020e-16 ***
dec_town8:n_hs_town_group16+    12.547132121     0.797624  15.730640  &lt; 2.2e-16 ***
dec_town9:n_hs_town_group16+    18.070955665     1.116438  16.186264  &lt; 2.2e-16 ***
dec_town10:n_hs_town_group16+   22.621676633     1.411226  16.029801  &lt; 2.2e-16 ***
entrance_perc                    0.261703721     0.023972  10.917279 1.4477e-13 ***
n_students_town_yr              -0.000605385     0.000177  -3.425643 1.4312e-03 ** 
Unemployment_hs_bac             -4.517004246     0.534017  -8.458537 1.9102e-10 ***
Wages_hs_bac                   -69.013613882 17010.211697  -0.004057 9.9678e-01    
drop_hs_hs_bac                 -31.982183755 26807.260893  -0.001193 9.9905e-01    
dec_town1:n_students_town_yr     0.000136086     0.000160   0.850194 4.0028e-01    
dec_town2:n_students_town_yr     0.000114915     0.000134   0.860348 3.9472e-01    
dec_town3:n_students_town_yr     0.000000879     0.000115   0.007667 9.9392e-01    
dec_town4:n_students_town_yr    -0.000074514     0.000096  -0.774143 4.4340e-01    
dec_town5:n_students_town_yr    -0.000095494     0.000058  -1.633179 1.1028e-01    
dec_town7:n_students_town_yr     0.000174145     0.000046   3.819604 4.5590e-04 ***
dec_town8:n_students_town_yr     0.000343772     0.000079   4.338010 9.4798e-05 ***
dec_town9:n_students_town_yr     0.000488134     0.000112   4.352553 9.0634e-05 ***
dec_town10:n_students_town_yr    0.000756050     0.000138   5.482801 2.5162e-06 ***
dec_town1:Unemployment_hs_bac   -0.457480990     0.219577  -2.083462 4.3644e-02 *  
dec_town2:Unemployment_hs_bac   -0.429613892     0.192335  -2.233679 3.1162e-02 *  
dec_town3:Unemployment_hs_bac   -0.456374161     0.171869  -2.655355 1.1319e-02 *  
dec_town4:Unemployment_hs_bac   -0.301864546     0.162216  -1.860879 7.0123e-02 .  
dec_town5:Unemployment_hs_bac   -0.162350645     0.108477  -1.496639 1.4234e-01    
dec_town7:Unemployment_hs_bac   -0.054105438     0.107278  -0.504350 6.1678e-01    
dec_town8:Unemployment_hs_bac   -0.227821977     0.162175  -1.404790 1.6780e-01    
dec_town9:Unemployment_hs_bac   -0.405690044     0.208028  -1.950170 5.8188e-02 .  
dec_town10:Unemployment_hs_bac  -0.516827970     0.222664  -2.321108 2.5462e-02 *  
dec_town1:Wages_hs_bac          -5.229827223     2.243165  -2.331450 2.4853e-02 *  
dec_town2:Wages_hs_bac          -4.990282685     1.884505  -2.648060 1.1529e-02 *  
dec_town3:Wages_hs_bac          -4.045970148     1.651190  -2.450336 1.8742e-02 *  
dec_town4:Wages_hs_bac          -2.738862944     1.369280  -2.000222 5.2297e-02 .  
dec_town5:Wages_hs_bac          -0.704803880     0.844922  -0.834164 4.0914e-01    
dec_town7:Wages_hs_bac          -0.626692749     0.616804  -1.016033 3.1572e-01    
dec_town8:Wages_hs_bac          -2.884304574     1.218109  -2.367854 2.2814e-02 *  
dec_town9:Wages_hs_bac          -4.542580080     1.812895  -2.505705 1.6391e-02 *  
dec_town10:Wages_hs_bac         -5.768832932     2.062714  -2.796719 7.8976e-03 ** 
dec_town1:drop_hs_hs_bac        -0.462680810     0.643178  -0.719367 4.7610e-01    
dec_town2:drop_hs_hs_bac        -0.583930140     0.508566  -1.148190 2.5771e-01    
dec_town3:drop_hs_hs_bac        -0.709309109     0.503347  -1.409184 1.6651e-01    
dec_town4:drop_hs_hs_bac        -0.443958987     0.454353  -0.977123 3.3438e-01    
dec_town5:drop_hs_hs_bac        -0.181208203     0.288221  -0.628712 5.3311e-01    
dec_town7:drop_hs_hs_bac        -0.270481908     0.284439  -0.950930 3.4735e-01    
dec_town8:drop_hs_hs_bac        -0.430429636     0.614471  -0.700489 4.8768e-01    
dec_town9:drop_hs_hs_bac        -0.606649748     0.812245  -0.746880 4.5950e-01    
dec_town10:drop_hs_hs_bac       -0.910553323     0.919719  -0.990035 3.2811e-01    
... 13 variables were removed because of collinearity (dec_town1, dec_town2 and 11 others [full set in $collin.var])
---
Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
RMSE: 8.86378     Adj. R2: 0.825503
                Within R2: 0.496909
F-test (1st stage): stat = 3,538.6, p &lt; 2.2e-16, on 49 and 1,142,552 DoF.</code></pre>
<pre class="r"><code>&gt; #rm(model_track,stage1_track)
&gt; gc()</code></pre>
<pre><code>             used    (Mb) gc trigger    (Mb)   max used    (Mb)
Ncells    2855535   152.6    8875858   474.1   28150485  1503.4
Vcells 4618145089 35233.7 8222243002 62730.8 8222188131 62730.4</code></pre>
<pre class="r"><code>&gt; model_school_ols&lt;-feols(grad_perc~entrance_perc+school_mean+dec_town+n_hs_town_group+dec_town*n_students_town_yr+Unemployment_hs_bac*dec_town+Wages_hs_bac*dec_town+drop_hs_hs_bac*dec_town|
+         as.factor(an)+specializare_bac2+scoala_de_provenienta+town,
+       cluster=~judet_bac+town,
+       data=data_regression2 %&gt;% filter(school_change==F))</code></pre>
<p>Show first and second stages:</p>
<pre class="r"><code>&gt; summary(model_school_ols)</code></pre>
<pre><code>OLS estimation, Dep. Var.: grad_perc
Observations: 1,161,358 
Fixed-effects: as.factor(an): 12,  specializare_bac2: 116,  scoala_de_provenienta: 18,590,  town: 533
Standard-errors: Clustered (judet_bac &amp; town) 
                                Estimate   Std. Error   t value   Pr(&gt;|t|)    
entrance_perc                   0.539231     0.023906 22.556682  &lt; 2.2e-16 ***
school_mean                     0.140372     0.015271  9.191986 2.0697e-11 ***
dec_town1                      -3.183354     3.074586 -1.035377 3.0671e-01    
dec_town2                      -3.964137     2.411804 -1.643640 1.0809e-01    
dec_town3                      -3.125396     1.758556 -1.777251 8.3132e-02 .  
dec_town4                      -2.499770     1.396453 -1.790085 8.1012e-02 .  
dec_town5                      -1.473493     0.920204 -1.601267 1.1719e-01    
dec_town7                       1.740080     0.520632  3.342245 1.8113e-03 ** 
dec_town8                       3.349169     0.813795  4.115497 1.8748e-04 ***
dec_town9                       6.342415     1.147419  5.527550 2.1780e-06 ***
dec_town10                     12.574739     1.641598  7.660061 2.2972e-09 ***
n_hs_town_group2               -0.550740     0.822048 -0.669961 5.0673e-01    
n_hs_town_group3               -2.736719     1.392814 -1.964885 5.6400e-02 .  
n_hs_town_group4-15            -1.406024     1.546874 -0.908945 3.6882e-01    
n_hs_town_group16+             -2.506092     1.939159 -1.292360 2.0365e-01    
n_students_town_yr             -0.001164     0.000293 -3.974277 2.8731e-04 ***
Unemployment_hs_bac             7.459925     0.719861 10.363008 6.8375e-13 ***
Wages_hs_bac                   56.388146 24988.659399  0.002257 9.9821e-01    
drop_hs_hs_bac                 88.119995 30912.554731  0.002851 9.9774e-01    
dec_town1:n_students_town_yr    0.000212     0.000183  1.158808 2.5341e-01    
dec_town2:n_students_town_yr    0.000160     0.000138  1.153927 2.5538e-01    
dec_town3:n_students_town_yr    0.000037     0.000105  0.354633 7.2473e-01    
dec_town4:n_students_town_yr   -0.000060     0.000076 -0.789225 4.3463e-01    
dec_town5:n_students_town_yr   -0.000044     0.000044 -1.011273 3.1796e-01    
dec_town7:n_students_town_yr   -0.000099     0.000031 -3.215209 2.5801e-03 ** 
dec_town8:n_students_town_yr   -0.000106     0.000050 -2.108139 4.1332e-02 *  
dec_town9:n_students_town_yr   -0.000172     0.000067 -2.573385 1.3884e-02 *  
dec_town10:n_students_town_yr  -0.000246     0.000092 -2.683808 1.0537e-02 *  
dec_town1:Unemployment_hs_bac   0.446389     0.212683  2.098852 4.2189e-02 *  
dec_town2:Unemployment_hs_bac   0.439386     0.168331  2.610252 1.2671e-02 *  
dec_town3:Unemployment_hs_bac   0.346518     0.143459  2.415448 2.0377e-02 *  
dec_town4:Unemployment_hs_bac   0.147441     0.124039  1.188669 2.4158e-01    
dec_town5:Unemployment_hs_bac  -0.012844     0.098143 -0.130866 8.9654e-01    
dec_town7:Unemployment_hs_bac  -0.048780     0.073826 -0.660744 5.1256e-01    
dec_town8:Unemployment_hs_bac   0.068912     0.089481  0.770128 4.4575e-01    
dec_town9:Unemployment_hs_bac   0.102408     0.140216  0.730359 4.6943e-01    
dec_town10:Unemployment_hs_bac  0.255879     0.160333  1.595917 1.1838e-01    
dec_town1:Wages_hs_bac         -3.145459     2.480975 -1.267832 2.1219e-01    
dec_town2:Wages_hs_bac         -2.154907     2.029522 -1.061780 2.9470e-01    
dec_town3:Wages_hs_bac         -0.282613     1.524872 -0.185336 8.5390e-01    
dec_town4:Wages_hs_bac          1.123833     1.037957  1.082735 2.8541e-01    
dec_town5:Wages_hs_bac          0.722149     0.625448  1.154611 2.5510e-01    
dec_town7:Wages_hs_bac          0.842425     0.471484  1.786752 8.1558e-02 .  
dec_town8:Wages_hs_bac          1.130298     0.870571  1.298341 2.0161e-01    
dec_town9:Wages_hs_bac          1.864579     1.117751  1.668152 1.0310e-01    
dec_town10:Wages_hs_bac         2.350461     1.440851  1.631300 1.1068e-01    
dec_town1:drop_hs_hs_bac        0.990401     0.858238  1.153993 2.5535e-01    
dec_town2:drop_hs_hs_bac        0.805304     0.644792  1.248936 2.1895e-01    
dec_town3:drop_hs_hs_bac        0.616756     0.496764  1.241546 2.2164e-01    
dec_town4:drop_hs_hs_bac        0.534059     0.345233  1.546952 1.2975e-01    
dec_town5:drop_hs_hs_bac        0.303019     0.226244  1.339349 1.8802e-01    
dec_town7:drop_hs_hs_bac       -0.118737     0.132224 -0.897997 3.7456e-01    
dec_town8:drop_hs_hs_bac       -0.104158     0.210415 -0.495012 6.2330e-01    
dec_town9:drop_hs_hs_bac       -0.162014     0.304252 -0.532499 5.9733e-01    
dec_town10:drop_hs_hs_bac      -0.431872     0.434723 -0.993443 3.2647e-01    
---
Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
RMSE: 16.5     Adj. R2: 0.637532
             Within R2: 0.35789 </code></pre>
<pre class="r"><code>&gt; sizes&lt;-unique(data_regression2[order(data_regression2$n_hs_town_group),]$n_hs_town_group)
&gt; 
&gt; quantile&lt;-&#39;dec_town&#39;
&gt; n_quantiles&lt;-10
&gt; deciles&lt;-c(&quot;dec_town1&quot;,&quot;dec_town2&quot;,&quot;dec_town3&quot;,&quot;dec_town4&quot;,&quot;dec_town5&quot;,&quot;dec_town7&quot;,&quot;dec_town8&quot;,&quot;dec_town9&quot;,&quot;dec_town10&quot;)
&gt; deciles&lt;-c(&quot;dec_town6&quot;,deciles[deciles %in% colnames(vcov_cluster_school)])
&gt; 
&gt; 
&gt; fe_stage_1_school&lt;-data.frame()
&gt; for (i in 1:length(sizes)){
+   size&lt;-sizes[i]
+   print(&quot;size&quot;)
+   print(size)
+   for (q in deciles) {
+     print(&quot;q&quot;)
+     print(q)
+     q&lt;-as.numeric(gsub(&quot;dec_town&quot;,&quot;&quot;,q))
+     if (q!=6 &amp; size!=1){
+       town_name &lt;-paste0(&#39;n_hs_town_group&#39;,size)  
+       quart_name &lt;-paste0(quantile,q)
+       quart_town_name &lt;-paste0(quantile,q,&#39;:n_hs_town_group&#39;,size)
+       names&lt;-c(&#39;entrance_perc&#39;,town_name,quart_name,quart_town_name)
+       #names&lt;-c(quart_name,quart_town_name)
+       vcov_temp&lt;-vcov_cluster_school[names,names]
+       
+       fe_town&lt;-summary(stage1_school)$coefficients[town_name]
+       fe_quant&lt;-summary(stage1_school)$coefficients[quart_name]
+       fe_town_quant&lt;-summary(stage1_school)$coefficients[quart_town_name]
+       
+       fe&lt;-ifelse(is.na(fe_town),0,fe_town)+ifelse(is.na(fe_quant),0,fe_quant)+ifelse(is.na(fe_town_quant),0,fe_town_quant)
+       
+       #fe&lt;-ifelse(is.na(fe_quant),0,fe_quant)+ifelse(is.na(fe_town_quant),0,fe_town_quant)
+     } else if (q==6 &amp; size!=1){
+       town_name &lt;-paste0(&#39;n_hs_town_group&#39;,size)  
+       names&lt;-c(&#39;entrance_perc&#39;,town_name)
+       vcov_temp&lt;-vcov_cluster_school[names,names]
+       #vcov_temp&lt;-0
+       
+       fe_town&lt;-summary(stage1_school)$coefficients[town_name]
+       
+       fe&lt;-ifelse(is.na(fe_town),0,fe_town)
+       #fe&lt;-0
+     } else if (q!=6 &amp; size==1){
+       quart_name &lt;-paste0(quantile,q) 
+       names&lt;-c(&#39;entrance_perc&#39;,quart_name)
+       vcov_temp&lt;-vcov_cluster_school[names,names]
+       
+       fe_quant&lt;-summary(stage1_school)$coefficients[quart_name]
+       
+       
+       fe&lt;-ifelse(is.na(fe_quant),0,fe_quant)
+     } else if (q==6 &amp; size==1){
+       fe&lt;-0
+       se&lt;-0
+     }
+     fe_grade&lt;-summary(stage1_school)$coefficients[&#39;entrance_perc&#39;]*
+       mean(data_regression2[data_regression2$dec_town==q &amp; data_regression2$n_hs_town_group==size &amp; !is.na(data_regression2$entrance_perc),]$entrance_perc)
+     fe&lt;-fe+fe_grade
+     
+     q&lt;-q
+     size&lt;-size
+     #se&lt;-sqrt(sum(vcov_temp))
+     #sqrt(vcov_cluster_school[town_name,town_name])+sqrt(vcov_cluster_school[quart_name,quart_name])+sqrt(vcov_cluster_school[quart_town_name,quart_town_name])+
+     #            2*(vcov_cluster_school[town_name,quart_name])+2*(vcov_cluster_school[quart_name,quart_town_name])+2*(vcov_cluster_school[town_name,quart_town_name])
+     if (q!=6 | size!=1){
+       #fe&lt;-data.frame(fe=fe,decile=q,n_hs_towns=size,se=se)
+       se&lt;-sqrt(t(as.matrix(c(fe_grade,rep(1,dim(vcov_temp)[1]-1))))%*%vcov_temp%*%(c(fe_grade,rep(1,dim(vcov_temp)[1]-1))))
+       fe&lt;-data.frame(fe=fe,decile=q,n_hs_towns=size,se=se) 
+     } else {
+       #fe&lt;-data.frame(fe=0,decile=q,n_hs_towns=size,se=0)
+       se&lt;-fe_grade*summary(stage1_school)$se[&#39;entrance_perc&#39;]
+       fe&lt;-data.frame(fe=fe,decile=q,n_hs_towns=size,se=se) 
+     }
+     
+     #print(&#39;dim&#39;)
+     #print(dim(fe)[2])
+     fe_stage_1_school&lt;-bind_rows(fe_stage_1_school,fe)
+   }
+ }</code></pre>
<pre><code>[1] &quot;size&quot;
[1] 1
Levels: 1 2 3 4-15 16+
[1] &quot;q&quot;
[1] &quot;dec_town6&quot;
[1] &quot;q&quot;
[1] &quot;dec_town1&quot;
[1] &quot;q&quot;
[1] &quot;dec_town2&quot;
[1] &quot;q&quot;
[1] &quot;dec_town3&quot;
[1] &quot;q&quot;
[1] &quot;dec_town4&quot;
[1] &quot;q&quot;
[1] &quot;dec_town5&quot;
[1] &quot;q&quot;
[1] &quot;dec_town7&quot;
[1] &quot;q&quot;
[1] &quot;dec_town8&quot;
[1] &quot;q&quot;
[1] &quot;dec_town9&quot;
[1] &quot;q&quot;
[1] &quot;dec_town10&quot;
[1] &quot;size&quot;
[1] 2
Levels: 1 2 3 4-15 16+
[1] &quot;q&quot;
[1] &quot;dec_town6&quot;
[1] &quot;q&quot;
[1] &quot;dec_town1&quot;
[1] &quot;q&quot;
[1] &quot;dec_town2&quot;
[1] &quot;q&quot;
[1] &quot;dec_town3&quot;
[1] &quot;q&quot;
[1] &quot;dec_town4&quot;
[1] &quot;q&quot;
[1] &quot;dec_town5&quot;
[1] &quot;q&quot;
[1] &quot;dec_town7&quot;
[1] &quot;q&quot;
[1] &quot;dec_town8&quot;
[1] &quot;q&quot;
[1] &quot;dec_town9&quot;
[1] &quot;q&quot;
[1] &quot;dec_town10&quot;
[1] &quot;size&quot;
[1] 3
Levels: 1 2 3 4-15 16+
[1] &quot;q&quot;
[1] &quot;dec_town6&quot;
[1] &quot;q&quot;
[1] &quot;dec_town1&quot;
[1] &quot;q&quot;
[1] &quot;dec_town2&quot;
[1] &quot;q&quot;
[1] &quot;dec_town3&quot;
[1] &quot;q&quot;
[1] &quot;dec_town4&quot;
[1] &quot;q&quot;
[1] &quot;dec_town5&quot;
[1] &quot;q&quot;
[1] &quot;dec_town7&quot;
[1] &quot;q&quot;
[1] &quot;dec_town8&quot;
[1] &quot;q&quot;
[1] &quot;dec_town9&quot;
[1] &quot;q&quot;
[1] &quot;dec_town10&quot;
[1] &quot;size&quot;
[1] 4-15
Levels: 1 2 3 4-15 16+
[1] &quot;q&quot;
[1] &quot;dec_town6&quot;
[1] &quot;q&quot;
[1] &quot;dec_town1&quot;
[1] &quot;q&quot;
[1] &quot;dec_town2&quot;
[1] &quot;q&quot;
[1] &quot;dec_town3&quot;
[1] &quot;q&quot;
[1] &quot;dec_town4&quot;
[1] &quot;q&quot;
[1] &quot;dec_town5&quot;
[1] &quot;q&quot;
[1] &quot;dec_town7&quot;
[1] &quot;q&quot;
[1] &quot;dec_town8&quot;
[1] &quot;q&quot;
[1] &quot;dec_town9&quot;
[1] &quot;q&quot;
[1] &quot;dec_town10&quot;
[1] &quot;size&quot;
[1] 16+
Levels: 1 2 3 4-15 16+
[1] &quot;q&quot;
[1] &quot;dec_town6&quot;
[1] &quot;q&quot;
[1] &quot;dec_town1&quot;
[1] &quot;q&quot;
[1] &quot;dec_town2&quot;
[1] &quot;q&quot;
[1] &quot;dec_town3&quot;
[1] &quot;q&quot;
[1] &quot;dec_town4&quot;
[1] &quot;q&quot;
[1] &quot;dec_town5&quot;
[1] &quot;q&quot;
[1] &quot;dec_town7&quot;
[1] &quot;q&quot;
[1] &quot;dec_town8&quot;
[1] &quot;q&quot;
[1] &quot;dec_town9&quot;
[1] &quot;q&quot;
[1] &quot;dec_town10&quot;</code></pre>
<pre class="r"><code>&gt; fe_stage_1_school$fe&lt;-fe_stage_1_school$fe-fe_stage_1_school[fe_stage_1_school$decile==6 &amp; fe_stage_1_school$n_hs_towns==1,]$fe</code></pre>
<p>School 1st Stage Graph:</p>
<pre class="r"><code>&gt; lb&lt;-min(fe_stage_1_school %&gt;% mutate(lb=fe-se*qnorm(0.975)) %&gt;% ungroup %&gt;% dplyr::select(lb))
&gt; ub&lt;-max(fe_stage_1_school %&gt;% mutate(ub=fe+se*qnorm(0.975)) %&gt;% ungroup %&gt;% dplyr::select(ub))
&gt; graph_school_1&lt;-ggplot(data=fe_stage_1_school,aes(x=decile,y=fe,color=n_hs_towns))+
+   geom_errorbar(aes(ymin=fe-se*qnorm(0.975), ymax=fe+se*qnorm(0.975)),  width=0.5,size=0.8,position=position_dodge(0.5))+
+   geom_point(size=1,position=position_dodge(0.5))+
+       theme(strip.text.x = element_text(size=18),
+         axis.text.x=element_text(angle = 0, vjust=0.5,size=14),
+         axis.text.y = element_text(size=14),  
+         axis.title.x = element_text(size=14),
+         axis.title.y = element_text(size=14),
+         legend.title=element_text(size=18),
+         legend.text=element_text(size=18))+
+   #ylim(-0.1,0.3)+
+   xlab(&quot;Own Admission Score Decile (Town-Cohort)&quot;)+
+   ylab(&quot;Peer Admission Score Percentile (National-Cohort)&quot;)+
+   scale_x_continuous(breaks=0:10)+
+   scale_y_continuous(breaks=seq(from = -30, to = 30, by = 5),limits=c(lb,ub))+ 
+   theme(legend.position = &quot;none&quot;)
&gt; graph_school_1</code></pre>
<p><img 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AAIFEqFBQKFVkEAchXJHEwAAiBQKBUWCBRaRZOIrLm/ccUay1jxN8wMAhAAgUKpsECg0CoIQK4imYMJQAAECqXCAoFCqyAAuYpkDiYAARAolAoLBAqtggDkKpI5mAAEQKBQKiwQKLQKApCrSOZgAhAAgUKpsECg0CoIQK4imYMJQAAECqXCAoFCqyAAuYpkDiYAARAolAoLBAqtggDkKpI5mAAEQKBQKiwQKLQKApCrSOZgAhAAgUKpsECg0CoaRGReBaxVPDM91l3Gir9hZhCAAAgUSoUFAoVWQQByFckcTAACIFAoFRYIFFpFc4jsGwFJFQRg63csFIUUFggUWgUByFUkczABCIBAoVRYIFBoFdt2CKgaG8z9GYpkDiYAARAolAoLBAqtggDkKpI5mAAEQKBQKiwQKLSKJhGlTgMlAHWH+Y6FoojCAoFCqyAAuYpkDiYAARAolAoLBAqtggDkKpI5mAAEQKBQKiwQKLQKApCrSOZgAhAAgUKpsECg0CoIQK4imYMJQAAECqXCAoFCq9jCAGx0DcBqRTIHE4AACBRKhQUChVZBAHIVyRxMAAIgUCgVFggUWsX2BWDDy4BXKpI5mAAEQKBQKiwQKLSKhhDfzYxWFQRgm3csFOUUFggUWsX2BYBDQNu8Y6Eop7BAoNAqCECuIpmDCUAABAqlwgKBQqvYwgBwGugmK5+sa/1FOCBQKBUWCBRahQWCAKw56qxH1pZgx0LhiUChVVggCMCao856ZG0JdiwUnggUWoUFggCsOeqsR9aWYMdC4YlAoVVYIAjAmqPOemRtCXYsFJ4IFFqFBYIArDnqrEfWlmDHQuGJQKFVWCAIwJqjznpkbQl2LBSeCBRahQWCAKw56qxH1pZgx0LhiUChVVgghIpnpodUkczBBCAAAoVSYYFAoVVYIAjAmqPOemRtCXYsFJ4IFFqFBYIArDnqrEfWlmDHQuGJQKFVWCAIwJqjznpkbQl2LBSeCBRahQUihCKZgwlAAAQKpcICgUKrsECEUCRzMAEIgEChVFggUGgVFogQimQOJgABECiUCgsECq3CAhFCkczBBCAAAoVSYYFAoVVYIEIokjmYAARAoFAqLBAotAoLRAhFMgcTgAAIFEqFBQKFVmGBCKFI5mACEACBQqmwQKDQKiwQIRTJHEwAAiBQKBUWCBRahQUihCKZgwlAAAQKpcICgUKrsECEUCRzMAEIgEChVFggUGgVFogQimQOJgABECiUCgsECq3CAhFCkczBBCAAAoVSYYFAoVVYIEIokjlYHYC7/Zc+O/nqwcX+yfjZtwQARXmFBQKFVmGBCKFoNgCDGX86AHf7BKArO1YYhQUChVZhgQihaDQAj97szwTgawLQmR0rjMICgUKrsECEUDQZgL8P5v+ZANzo99855b+vsx5ZW4IdC4UnAoVWYYEIoWgwAMdH/KcC8OiN/tk/EIDai0ChVFggUGgVFogQisYC8PhPx0d6pgKQfCJAAFAYKCwQKLQKC0QIRVMB+Ev18v+n/z4TgLv9/s9P+//UWY+sLcGOhcITgUKrsECEUDQUgEdvDOb/X397dyYAX/f7vyEAHdmxwigsECi0CgtECEVzAfjpB8PX/FMBWPEZMAFAUUBhgUChVVggQiiaCsC/fFD9MhOAQRRe+uzv/3ax3z/7qz8TABQeCgsECq3CAhFC0VAARmMmAA8u9n/6r+OrAH41dxUAAUBRQmGBQKFVWCBCKFoMwMx1wNPXgf1oNLR/N4PBYDDWGU0GoLoO+Oyv/3Z09Piv1RViJycEEQAGg8EoP5oMwI3BF6Nj/48Hv5//QLjOO5ms90K8tUThiUChVVggQihaDMD0ePz7BTcDqrMeWVuCHQuFJwKFVmGBCKEoFIDqeNDcn9RZj6wtwY6FwhOBQquwQIRQlArAg4vz9wWqsx5ZW4IdC4UnAoVWYYEIoSgVgEU3hquzHllbgh0LhScChVahQzwzPYopai1jxd9QJgC8A0DhobBAoNAqCECuolQAFv1JnfXI2hJOOxYKE4UFAoVWQQByFe0FYPY1/9ecBYTCQmGBQKFVEIBcRXsBqG4QOrkZaPWwmLk7g9ZZj6wt4bRjoTBRWCBQaBVixAaTfwOKTZex4m9oKwBHUxd/pQ8LJgAoSiksECi0CgKQq2gxAMfPCKhuBfHNxUUXAhMAFAUUFggUWgUByFW0GICjuxenbga34NEwddYja0vY7VgoyissECi0CgKQq2gzAEcP3hxP/2ffXvBf11mPrC1ht2OhKK+wQKDQKghArqLVABwd/fW31buAf/5gwdMACACKEgoLBAqtggDkKpoNwHqjznpkbQm7HQtFeYUFAoVWQQByFckcTAACIFAoFRYIFFoFAchVJHMwAQiAQKFUWCBQaBVaxEZXgckVGy9jxd8wMwhAAAQKpcICgUKrIAC5imQOJgABECiUCgsECq1CitjwRhAmm4IATK1r/UU4IFAoFRYIFFoFAchVJHMwAQiAQKFUWCBQaBUcAspVJHMwAQiAQKFUWCBQaBUEIFeRzMEEIAAChVJhgUChVYgRnAbayqizHllbwm7HQlFeYYFAoVUQgFxFMgcTgAAIFEqFBQKFVkEAchXJHEwAAiBQKBUWCBRaBQHIVSRzMAEIgEChVFggUGgVBCBXkczBBCAAAoVSYYFAoVUQgFxFMgcTgAAIFEqFBQKFVkEAchXJHEwAAiBQKBUWCBRahQ7xzPQopqi1jBV/w8wgAAEQKJQKCwQKrYIA5CqSOZgABECgUCosECi0CgKQq0jmYAIQAIFCqbBAoNAqCECuIpmDCUAABAqlwgKBQquwQIRQJHMwAQiAQKFUWCBQaBUWiBCKZA4mAAEQKJQKCwQKrcICEUKRzMEEIAAChVJhgUChVVggQiiSOZgABECgUCosECi0CgtECEUyBxOAAAgUSoUFAoVWYYEIoUjmYAIQAIFCqbBAoNAqLBAhFMkcTAACIFAoFRYIFFqFBSKEIpmDCUAABAqlwgKBQquwQIRQJHMwAQiAQKFUWCBQaBUWiBCKZA4mAAEQKJQKCwQKrcICEUKRzMEEIAAChVJhgUChVVggQiiSOZgABECgUCosECi0CgtECEUyBxOAAAgUSoUFAoVWYYEIoUjmYAIQAIFCqbBAoNAqLBAhFMkcTAACIFAoFRYIFFqFBSKEIpmDCUAABAqlwgKBQquwQIRQJHMwAQiAQKFUWCBQaBUWiBCKZA4mAAEQKJQKCwQKrcICEUKRzMEEIAAChVJhgUChVVggQiiSOZgABECgUCosECi0CgtECEUyBxOAAAgUSoUFAoVWYYEIoUjmYAIQAIFCqbBAoNAqLBAhFMkcTAACIFAoFRYIFFqFBSKEIpmDCUAABAqlwgKBQquwQIRQJHMwAQiAQKFUWCBQaBUWiBCKZA4mAAEQKJQKCwQKrcICEUKRzMEEIAAChVJhgUChVVggQiiSOZgABECgUCosECi0CgtECEUyBxOAAAgUSoUFAoVWYYEIoUjmYAIQAIFCqbBAoNAqLBAhFMkcTAACIFAoFRYIFFqFBSKEIpmDCUAABAqlwgKBQquwQIRQJHMwAQiAQKFUWCBQrFJ8Nz1KIdZdRgBFMgcTgAAIFEqFBQLFKgUBaEaRzMEEIAAChVJhgUCxSkEAmlEkc3DRADAYDMbCMROA0pjtHacF4IuPXtnb7fV29n782h8b+cvrhCwrhbwDQOGJQJGjyHrx3zRinWUEUOQG4PPzvZlxpoEG1FmPrC1BAFB4IlDkKAiAXpEVgMOPdntzY+fCVwSgCAKFUmGBQJGjIAB6RU4Abo6m/739/3FtMD7a3xsngACUQKBQKiwQKHIUBECvWB2A+y8PD/lcmXm9/8P/M/zuk58QgPYRKJQKCwSKHAUB0CtWBuBgMM8/sehoz/FxoRcJQOsIFEqFBQJFjoIA6BUrAnB4afAy/8qyGfvmc73eU7pPAuqsR9aWIAAoPBEochQEQK9YEYCH507/rPfm7j/8BwFoGYFCqbBAoMhREAC9YlUA/q8VL/AP/xcBaBuBQqmwQKDIUGReBdwsYq1lBFCsCECro856ZG0JAoDCE4EiQ0EAGlAkczABCIBAoVRYIFCsVmTfCKhJxHrLCKBI5uAlATh8d//VmWNB9y8/J/z0lwCgKKawQKBYrSAATSjyAvDwXG/2w965bxCA9hAolAoLBIoMBYeAGlAQgPUW4YBAoVRYIFBkKAhAA4pVAfiiuvnDtY93ezvvXZsal3oEoBgChVJhgUCRo+A0UL1iVQDuLbgN3PF4Wj3/EwAUBRQWCBQ5CgKgV6wKwNHVZQF4nQAUQqBQKiwQKHIUBECvWBmAh+cWzf47Z96Xz/8EAEUBhQUCRY6CAOgVKwMwroD+kD8BQGGgsECgyFEQAL2CAKy3CAcECqXCAoEiR0EA9Iq8ABxe/T+uyK/7IgAoDBQWCBQ5CgKgV2QG4JL2zv8EAIWLwgKBIkdBAPSKvAA8PNfbaeBTXwKAorjCAoEiR0EA9IrsAPAZgA0ChVJhgUCxSvHd9CiFWHcZARR5ATi8xDsAHwQKpcICgWKVggA0o8gLQPVk4Kcb/xS4znpkbQkCgMITgWKVggA0o8gMQFWAJ9/7kgA4IFAoFRYIFKsUBKAZRV4ADm9du3x8BfDeZJzhZnCFECiUCgsECq3CAhFCkReARfeD4G6gpRAolAoLBAqtwgIRQkEA1luEAwKFUmGBQKFVWCBCKPICcHjr2ty4ziMhCyFQKBUWCBRahQUihCIvAO2MOuuRtSXYsVB4IlDMK56ZGYUQ9ZYRQJHMwQQgAAKFUmGBQDGvIAAEIH89srYEAUDhiUAxryAABCB/PbK2BAFA4YlAMa8gAG4B+Pz87vHTwBq6NXSd9cjaEgQAhScCxRLF+nN/A4iNlxFAkR+Am1OPh9+5QADKIVAoFRYIFEsUBKBhRXYADmavAmji6QB11iNrSxAAFJ4IFEsUBKBhRW4A7lSz/hOvXb99+9ZHz1W/f50AlEKgUCosECiWKDobgGdnRnOKzABUlwLvXBl/9fluExcCEwAUBRQWCBRLFATAIwAHvZkHAtzbbeItQJ31yNoSBACFJwLFEgUB8AjA1eSof/V8AAJQCIFCqbBAoFiiIAAWAZh7JvDgLcBT3AuoEAKFUmGBQLFYsck1AHLE5suou4C6c3+GIjsAs8f8G3lIcJ31yNoSBACFJwLFYgUBIAB565G1JQgACk8EioWKzS4DFiNqLKPuAmwCMPdQeA4BFUSgUCosECgWKgiASQCqD4GfPu1rAtAiAoVSYYFAsVjBISCTAFTXgU3d/uFmI1eC1VmPrC1BAFB4IlAsVhAAkwAcXhpM+S+MDvocfjj4Qn8EiACgKKCwQKBYoujsaaDD4ROA4aVfvd4T+/v7rwzvBDH7kQABaBOBQqmwQKBYouh0AOpfA7BakRuAUQEmtwNtYP4nACgKKCwQKJYoCIBLAI7uXz6Z/59v5IEAddYja0sQABSeCBRLFF0OgOIy4JWK/AAMxq13X9nb+/Gr15uY/QkAiiIKCwSKJQoC4BSAhked9cjaEgQAhScCxRJFlwNgdgio+VFnPbK2BAFA4YlAsURBAAhA1npkbQkCgMITgWKJotMBcDoNtI1RZz2ytgQBQOGJQDGveGZmFELUW0bdBTgF4PDz8zMngubdDO5u/6XPpr9+/Okv+/3+P731LQFA4aGwQKCYVxAApwDcf7mXjJwAPLg4G4BvLvaPx9m3CQAKC4UFAsW8ggAYBaB6JvD6AXj0Zn8mAHf7J+MdAoDCQWGBQDGvIABGATiorv59/tr0uL7yYrC/D+b/6QAM3g8MXvp/e/T404v95NAQAUBRSGGBQKFVWCC2KADVveD+4ZNVE34yHgyP90xN9DcGX/158kc/JwAoDBQWCBRahQViiwJQHQFa8/bPj/90fKjnJADVrD8+8HN30VuAOuuRtSXYsVB4IlBoFRaIWgq7h8Kv+QTIv1Qv/3/679Pz/NdTXzz+fb//GwKAorzCAoFCq7BAdDkAj94YzP+//nbmhf6N6cM+NxYcA6qzHllbgh0LhScChVZhgdiiABxdXfMG0IMA/PSD2SM9sy/6B3/ys/RigDrrkbUl2LFQeCJQaBUWiG0KwJ1e78W1AvAvH4ym+UkAqjcFJ+d+LvoQoM56ZG0JdiwUnggUWoUFIoQiMwBrvwWYn+YfXOyf/cPkT2a/IgAoSiksECi0CgtECEVuAA4v9XZe+7KZAPxoNNZdOoPBYDB0Iw3Aw/N7o/Hc8aMg9ybjTManwkkApg76PHqDADAYDIbTmAvA/C0g1rkXUF4AxqPOO5ms90K8tUThiUChVVggQihKBYDPAFB4KCwQKLQKC0QIxYoAHN66tmysvhcQHwI3g0ChVFggUGgVFogQihUBqDkIQBMIFEqFBQKFVmGBCKFoLwBcB6BCoFAqLBAotAoLRAhFewGorgQ+CcDXXAmMwkJhgUChVdRaQkvX4GYtYYsCwL2AVAgUSoUFAoVWQQByFesEYPRU4J0zVzI+/50PwPSL/up4EHcDRWGgsECg0CoIQK4iPwA3p54Jv3NhgwAkzwOY+8sX/vIAACAASURBVAyYAKAooLBAoNAqCECuIjsAB7NXAeTdGu5u+kSw0azPE8FQuCgsECi0itpLaOFZXFlLsAnAnWrWf+K167dv3/poeFeIrAeE3Z1/JvBbo2cCz78BIAAoCigsECi0CgKQq8gMQHVF8M6V8Vef7+ZdCJye7Hm3fzLemf+v66xH1pYw2LG252dsWxQWCBRaBQHIVWQG4KA3czvoe7t5bwHSs/2/uTia/s++veC/rrMeWVvCYMfanp+xbVFYIFBoFQQgV5EZgKvJUf9BEJ7eIABHjz/95WD6/8lb6SUABABFIYUFAoVWQQByFXkBeHgueR7M4C3AU7nngmaPOuuRtSUMdqzt+RnbFoUFAoVWQQByFdkBmD3mv/ZT4gmADoFCqbBAoNAqCECuggCstwgHBAqlwgKBQqsgALmKvABUD4TkEJALAoVSYYFAoVXUXUL9i8AUCp8AVB8CP33a1wSgRQQKpcICgUKrIAC5iswAVNeBTd3+4WbulWAEoAEECqXCAoFCq6i5BMV9IOorvjcKwOGlwZT/wuigz+GHgy/0R4AIAIoCCgsECq2CAOQqMgMwvPSr13tif3//leGdIGY/EiAAbSJQKBUWCBRaBYeAchW5ARgVYHI70AbmfwKAooDCAoFCqyAAuYrsABzdv3wy/z+vP/5DAFAUUVggUGgVtZfAaaCLxq13X9nb+/Gr15uY/QkAiiIKCwQKrYIA5CrWCkDDo856ZG0Jgx1re37GtkVhgUChVRCAXEUyBxOAAAgUSoUFAoVWQQByFckcTAACIFAoFRYIFFoFAchVJHPwkgDcnzwL5ujhuZ3XGvkImACgKKGwQKDQKghAriInAPdfnrrsqzodNPeZ8ASgEQQKpcICgUKrIAC5iowAHMyc93/8cPgXCEA5BAqlwgKBQquotYRnp0cxxfESDAJwPONP7vxz+Pn56mv9reAIAIoSCgsECq2CAOQqVgagug1cctT/3suN3AuOAKAooLBAoNAqCECuYlUAqrvA/cMnyTcfnuNmcAURKJQKCwQKrYIA5CpWBeDOwvv+VJ8EczvoUggUSoUFAoVWYYEIoVgVgCVPfuGBMAURKJQKCwQKrcICEUKxIgDVEaBFL/XvNHEMqM56ZG0JdiwUnggUWoUFIoRiRQCWPfz93i4PhS+GQKFUWCBQaBUWiBCKDQOw7PsEoAUECqXCAoFCq7BAhFAQgPUW4YBAoVRYIFBoFRaIEIoVATi8tPjhX/d2+QygGAKFUmGBQKFVWCBCKFYEoDrdhw+BzRAolAoLBAqtwgIRQrEqAAcLz/esTg56UT3/EwAUBRQWCBRahQUihGJVABZf8nWnkXtB1FmPrC3BjoXCE4FCq7BAhFCsCkB1DGjuVhBVFbgVRDEECqXCAoFCq7BAhFCsDMDw/v9XZr71+S43gyuJQKFUWCBQaBUWiBCKlQE4vh30k1fGL/gPP3+5qQcC1FmPrC3BjoXCE4FCq7BAhFCsDsDogQC9nTP7+/t7uz0eCFMagUKpsECg0CosECEUGQE4ujma9SeDR0IWRaBQKiwQKIajUzdi9lDkBODohw9npn8eCl8WgUKpsECgGA4C0LoiKwCD8fm7e8fHgf5rekoQAWgbgUKpsECgGA4C0LoiNwBtjDrrkbUlCAAKTwSK4SAArSuSOZgABECgUCosEChORt3JX4Lw2BSGAfjh9pcNTf8EAEUJhQUCxckgAG0qkjl4VQAauQ00AUBRTmGBQHEyCECbCgKw3iIcECiUCgsEipNBANpUEID1FuGAQKFUWCBQnAwC0KaCAKy3CAcECqXCAoHiZBCANhUEYL1FOCBQKBUWCBQngwC0qSAA6y3CAYFCqbBAoDgZBKBNBQFYbxEOCBRKhQUCxWTUvwpMgPDYFAQgfz2ytgQBQOGJQDEZBKBVBQFYbxEOCBRKhQUCxXgobgSxJZuiFcW6ATi/d4YAFEagUCosECjGgwC0q1gzAI2OOuuRtSUIAApPBIrJ4BBQq4pkDiYAARAolAoLBIrJIACtKpI5mAAEQKBQKiwQKE4Gp4G2qUjm4DQAD8/vLRv6zwLqrEfWliAAKDwRKE4GAWhTsSoA53rLhv5soDrrkbUlCAAKTwSKk0EA2lQ4BYDBYHR+VAEobejsSANweOvasnFd/mj4OiHLSiHvAFB4IlCcDN4BtKlYEYBWR531yNoSBACFJwLFySAAbSqSOZgABECgUCosEChOBgFoU5HMwQQgAAKFUmGBcFZ8Nz2aVTw7PWosZ7v/QaSKZA4mAAEQKJQKC4SzggBssyKZg/MCcHj79q3//l84DbQQAoVSYYFwVhCAbVZkB+D+Za4DMEGgUCosEM4KArDNitwA3NnlQjAXBAqlwgJhr8ib/JtW5C/CARFCkRmA+QvCnniN6wAKIVAoFRYIewUB2FJFZgAOBlP+C7e/eLm38z9v3/7oucFXr6unfwKAooTCAmGvIABbqsgMwNVe7+njX14c/HJ4qdd7Sv4GgACgKKCwQNgrCMCWKvICUM341Uv+O8cdGB4R0r8FqLMeWVuCHQuFJ8JeQQC2VJEXgPGjgO/tjl75Hxy/FSAAJRAolAoLhL2CAGypYr0ATJ4JPykBAWgfgUKpsEB4KZ6ZGcNvEYAtVawXgMNLvZ33p79BAAogUCgVFggvBQEw+wdpUJEXgPHEP/4sgACURKBQKiwQXgoCYPYP0qAiLwDV6T+vj34dHvu/t0sAiiFQKBUWCC/FfAByLwNWKmotwgERQpEZgDujK38PRud/3mniPNA665G1JdixUHgiDBWTF//VIADbqsgMQHXe586F4Sv/6i1A9cvT6vmfAKAooLBAGCqmA5B/JyCTbWGBCKHIDMDwUuDqPcDVwa871ZXAXAdQDIFCqbBAGCoIQCcUuQGoClAFYHJTIP0bAAKAooDCAmGo4BBQJxTZATi6f3n4KcD9S8P5/wX9nSAIAIoCCguEoYIAdEKRH4DJ+OHatWsNTP8EAEUJhQXCUDETAE4D3VbFBgFobNRZj6wtwY6FwhNhqCAAnVAkczABCIBAoVRYIPwUUxeBVYMAbKkimYMJQAAECqXCAuGnIAC1FxFCkczBBCAAAoVSYYGwU8zcB+J7ArC1imQOXh6Aw4/2eCawBwKFUmGBsFMQALN/kKYUuQG4x0PhbRAolAoLhJ+CQ0C1FxFCkRmA+YfCE4BiCBRKhQXCT0EAai8ihCIzANWdIHaevzY9rnMzuEIIFEqFBcJQMXMn6MloW7HpIhwQIRR5AaieA6B/xU8AUJRXWCAMFQSgE4q8ADTzEHgCgKK8wgJhqCAAbSt+Nz3aUmQHoPk3AAQARQGFBcJQQQDaVhCAGuuRtSU6umOhsEcYKmZvBVFKsekiHBBbFIDJw+AJgAEChVJhgTBUEIC2FcYBqM4CerHp+Z8AoCigsEAYKghAEcXJ5N+OIpmDlwWglbcAddYja0t0ecdC4YwwVBCAIgrTAFRXAu+89iUBcECgUCosEF6KZ2ZGKUWtRTggtigAD8/vHd8KYmdvMs5wJXAhBAqlwgLhpSAABCAJwPydILgVRDEECqXCAuGlIAAEgAD4IlAoFRYILwUBIACz4/DWtbnBvYBKIVAoFRYIFFqFBWITxfQ5oK0o8gLQzqizHllbosM7FgprBAqtwgJBANYcddYja0t0eMdCYY1AoVVYIDZQzF4GRgDy1yNrS3R3x0LhjUChVVggCMCao856ZG2J7u5YKLwRKLQKC8TWHQL6/PzwYoCdM1fkn/8SABSFFBYIFFqFBWLLAnBz6qnAOxcIQDkECqXCAoFCq7BAbNFpoEfHD4WcGk3cGq7OemRtiS7vWCicESi0CgvEVgXgTjXrP/Ha9du3b330XPX7Bh4QVmc9srZEl3csFM4IFFqFBWKbAlBdCrxzZfzV57uNPCK4znpkbYku71gonBEotAoLxDYF4KA3czvoe7tNvAWosx5ZW6LLOxYKZ0RxxbPTo5hitIQu/5yaBuBqctR/EISnCUAhBAqlwgJRXEEA9IgtCsDDc8nzYAZvAZ7iXkCFECiUCgtEcQUB0CPWVRg/EnLuofCNPCW+znpkbYmO7lgo7BHFFQRAjyAABKARBAqlwgLhoag9+UsUBX5Ofzc/9xKA6TH3SGAOARVEoFAqLBAeCgJAAJbMzVeTD33Tr/PGg4v9k/GzbwkAivIKC4SHggAUDcCiJbgEoLoObOr2Dzc3uxLsbp8AdGXHCqOwQHgoCAABWDJ1H14aTPkvjA76HH44+GKTI0BfE4DO7FhhFBYID0VnAzAcbZ+AmbUElwAML/3q9Z7Y399/ZXgniNmPBDLHjX7/nVP+uM56ZG0JAoDCE+GhIABShMemEAVgVIDJ7UA3mf8fvdE/+wcCUHsRKJQKC4SHggBIER6bQhWAo/uXT+b/5zc6A+jBxf5LnxGA2otAoVRYICwUgosABAoCML0EowAMxq13X9nb+/Gr1zeZ/Y+GnwH//LQ/r7MeWVuCAKDwRFgoCAABaPSRkF/3+7857c/rrEfWliAAKDwRDgrJdcAm24IA5CqSObjRAKz4DJgAoCigsEA4KDoegNYfxpi1hG0KwKM3+i999vd/u9jvn/3VnwkACg+FBcJC0e1DQARgUQAent878x/DX+bGmXXvBfTgYv+n/zq+CuBXc1cBEAAUJRQWCAtFiQAsuASrzM/pLMHjH8QhAMc3faseCJaOtW8GN3Md8PR1YD8ajTWXx2AwlKOa/1v+K2cD0PJfvghSkOAwmgxAdR3w2V//7ejo8V/f7E+fEEQAGAyD0eUAHJUXOIw0AIe3rl3/avjL3Li+7rUAN/r9l0bH/h8Pfj//gXCddzJZ74U4BITCE+GhKHAhmM0hID4DWBiApsbj3y+4GVCd9cjaEgQAhSfCQ1HqSuDZEzA5DbRNRaEAVMeD5q4KrrMeWVuCAKDwRHgoCIAUEWK3yAvA4bv7r84c8bl/+bl6D4R5cHH+vkB11iNrSxAAFJ4IDwUBkCJC7BZ5AdA/EnLRjeHqrEfWliAAKDwRHgoCIEWE2C1KBYB3ACg8FBYIDwUBkCJC7BarAvDF8Iyfj3d7O+9NnwJ0aYPTQGfGXT4DQGGhsEAUVzw7PdpWEIClSygegNnHAEyPdZ8JPPua/2vOAkJhobBAFFeUDEByAmaBn1MeCbk0ANXj3xePdZ8J/OiNqZuBVo+Hn7szaJ31yNoSBACFJ6K4ggAQgMUBWHQRcK+3c2b9R4JNXfz16M0FR4AIAIoCCgtEcUXBAKR34SEAU0soH4BxBeod8h/O+oO3AP3hrSC+ubjoQmACgKKAwgLRZQUBOGUJ2xSAo7sXp24Gt+DRMHXWI2tLEAAUnogSimZuwhDyENCiJXRkt8gLwOiWQHXHgzfH0//Ztxf8cZ31yNoS7FgoPBEEgACUUeQFQDb++tvqXcA/f7DgaQAEAEUJhQWi0wEwOQ00WUJHdouWA3DqqLMeWVuCHQuFJ4IATC+Bn9P2FMkcnBeAw9u3b/33/1L/QwECgKK4wgKxPVOvhyLsP0jriuwA3L9c94EwBECEQKFUWCC2Z+r1UIT9B2ldkRuAO3NXBBOAUggUSoUFYnumXg9F2H+Q1hWZAZi/HOyJ1wSnBREAFKUVFojtmXo9FGH/QVpXZAbgYDDlv3D7i5d7O//z9u2PntvgThAEQIZAoVRYILZn6l1TseASLH5O21RkBuDq8c3fBr+8OPjl8FKvV+95MAQAhYnCAkEACEAZRV4Aqhm/esl/Z3QT0OqIkP4tQJ31yNoS7FgoPBHbcwkWAYilyAvA+FYQ93ZHr/wPjt8KEIASCBRKhQWCABCAMor1AjC5J9CkBASgfQQKpcICUUYxO++WUswvgZ/T9hTrBeDwUm/n/elvEIACCBRKhQWCAEwvgZ/T9hR5ARhP/OPPAghASQQKpcIC0dlDQAuXwM9pe4q8AFSn/7w++nV47P/eLgEohshQ/Of0KKZYuQQHhQWCAEwvoTs/p+UVmQG4M7ry92B0/uedJs4DrbMeWVuiOzsWAYiF6OxpoAuX0J2f0/KKzABU533uXDh+RvyLx7+s+1B4AqBCEAClwgJBALQKC0QIRWYAhpcCV+8BqmfE7zy3yUPhCYAKQQCUCgsEAdAqLBAhFLkBqApQBWByUyD9GwACoFUsmftbVpy6BAeFBYIAaBUWiBCK7AAc3b88/BTg/qXh/P+C/k4QBECrIABxEARAq7BAhFDkB2Ayfrh27VoD0z8BECsIQBwEAdAqLBAhFBsEoLFRZz2ytkS3diwCEAdRQuHzSMh0Cd36OS2rSOZgAhAAQQCUCgsEAZheQrd+TssqkjmYAARAEAClwgJBAKaX0K2f07KKZA4mAAEQBECpsEAQgOkldOvntKwimYPTADw8v7dsnOFWEIUQeYql1wC0qjh9CQ4KCwQKrcICEUKxKgBzzwLmofDFEQRAqbBAoNAqLBAhFARgvUU4ILIUp1wG3KJixRIcFBYIFFqFBSKEYkUADt/dnx+vEICiCAKgVFggUGgVFogQihUBWDQ+f7ma/5/8RD3/EwCpgkNAgRAotAoLRAjF2gE4/LCa/qs7gxKARcPmNmwEIBAChVZhgQihWDcAn+9W8/9T+pf/BECpGEuWLqEju3cUBAqtwgIRQrFeAA4vN/bynwAoFWPJ0iV0ZPeOgkChVVggQijWCsDN4cv/5xt5+U8AlIqxZOkSOrJ7R0Gg0CosECEUawTgfqMv/7clANXwmHo9FKcuwUFhgUChVVggQijyA3D88r+J5wAQgC1WnLoEB4UFAoVWYYEIocgNwPFzYHauNDf9E4CtVJy6BAeFBQKFVmGBCKHIDMD/1/jLfwKwnYpTl+CgsECg0CosECEUWQG4f3zpV6Mv/wnAdipOXYKDwgKBQquwQIRQZATg8KM2Xv4TAKXC51ykU5fgoLBAoNAqLBAhFKsDMHr5/37T0z8BECoIQCwECq3CAhFCsSoAh//38M5v/9j4y38CoFRYBOA/LRQrF+CAQKFVWCBCKFYE4OHxyT+vXZsf1+VNqLMeWVuCALSqIAAoCiksECEUqwLA8wA2QJQPwMolEAArBAqtwgIRQkEA1ltEzn+0dMITITw2BQEQIlBoFRaIEAoCsN4icv4jAjA17N8NWSBQaBUWiBCKFQFoddRZj+9XH/dua8c6jdCdHWs8CACK9hUWiBCKZA4mADUR3xOA2UEAULSvsECEUCRzMAGoiTiBLFtCR3as8SAAKNpXWCBCKJI5mADURJxAli2hIzvWeBAAFO0rLBAhFMkcPPch8C9W3ADo3i90nwXXWY/xaHi+sUCE2LHGw35bWCBQaBUWiBCKVQE4d+oDwO5fVp4MVGc9xoMA5C2BAFghUGgVFogQihUBODo45TZww0eEvSib/wmAVnHqEtpS+B8Os0Cg0CosECEUqwJwdK+6F9zzf5yfrj+v/mBHeY+4OusxHgQgbwkEwAqBQquwQIRQrAzA0eGHw+u+nr/y5cn3fvj4fE9/i+g66zEeBCBvCS0pApwSa4FAoVVYIEIoVgfg6Oj++dHFv0/s7Q/G3nOjL0/7dIAANIcIsWMdDwKAooTCAhFCkROAqQRMDfX0TwDEilOXwCEgKwQKrcICEUKRF4DqsWDPTc/+T15p4wEBG4xquilt8EB4jOMAlFYwGIycceqFYF98/G51COjV924385fXCdl48A4gbwmtKey3hQUChVZhgQihWCcATY866zEexQOw6nrkruxY40EAULSvsECEUCRzMAGoiyAAs4MAoGhfYYEIoUjmYAJQF0EAZgcBQNG+wgIRQpHMwQSgLoIAzA4CgKJ9hQUihCKZgwmAAnHqEjqyY40HAUDRvsICEUKRzMHRA9D0aecR/km9FARgfvxuehRTLFrCtigsECEUyRxMAASI05fQkR3rex4Kv3QQgKYVFogQimQODh6Axu88EOGf1EbhEQALxOwgAE0rLBAhFMkcTADqI1YsoSM71vcEYOkgAE0rLBAhFMkcHDwAHAJyUhCA08bJ5F9SkSxhWxQWiBCKZA4mAALE6UvoyI5loyAAayxhWxQWiBCKZA6OHgBOA0WxaDT7smCTTTF9/KecIl3CtigsECEUyRxMABSIU5fQkR3LS0EA8pawLQoLRAhFMgcTAAXi1CV0ZMfyUtgFYPYj4O79gzSssECEUCRz8Om3g353r9f7h/84eviLKwRg4yV0ZMfyUhCAvCVsi8ICEUKRH4Dh0+GPA3Cu91QTz4Opsx7jQQBQLBh2AeAQUKMKC0QIRXYADkbPAjsOQPULAdhoCR3ZsbwUBCBvCduisECEUOQG4M5g7t95/uPdauY//HDwxdMEYLMldGTHslI0fHkgp4G6KSwQIRSZAahe9D/1VfXL8KX/zUEBXicAGy2hIzuWlYIAZC5hWxQWiBCKzAAcDOf/SQCOrjbxFqDOeowHAUAxN069Qwi3gphawrYoLBAhFHkBOLx0/Ip/EoA7vQY+B66zHuNBAFDMDQKQu4RtUVggQijyAjCY+Hfenw7A5DcEYN0ldGTHslKYHQIiAE0rLBAhFNkBGM73BKD+EjqyY1kpCEDmErZFYYEIoSAAa40I/6Qo5offaaAomlRYIEIo8gLAZwBrIU5dQkd2LC8FAeiWwgIRQpEXgPFZP+MAVEGwOwto1X1/2bG6qyAA3VJYIEIoMgNwb7fXu3ASgAPH6wAIAIplgwB0S2GBCKHIDED1FqD3wlfHAbh/udfEESACgKIpBQHolsICEUKRG4CHL4/uBdTb2x3dEogAbLSEjuxYXgoC0C2FBSKEIjcAUwWoxpOf6Od/yYfAp69r/UU4IFCso1j1uqBDm6I7CgtECEV2AI6Obu6Op/+d15q4GzQBQNGAggB0UGGBCKFYIwBHRz9ce3d/f/+9Jl79EwAUzSgIQAcVFogQirUC0PCosx5ZW4Idq4MK9wA8OzNKKUZL2JbdwgIRQpHMwQQgAAKFUlEaQQAaUFggQiiSOZgABECgUCpKIwhAAwoLRAhFMgenAXh4fm/ZOGN5L6DT17X+IhwQKJSK0ggC0IDCAhFCsSoA53rLhufN4E5f1/qLcECgUCosEHXnfo3CY1vwc9qmggCstwgHBAqlwgJBALQKC0QIxYoAHN66tmxct7wb6OnrWn8RDggUSoUFggBoFRaIEIoVAWh11FmPrC3BjoXCE0EAtAoLRAhFMgcTgAAIFEqFA6L+B8AKhce24Oe0VUUyBxOAAAgUSoUDggCIFRaIEIpkDiYAARAolAoDhOIc0PqK7y22hUZhgQihSObgBdcBVOf7L7ocgOsASiFQKBUGCAKgVlggQihWBeD4EWCLzgblNNBSCBRKhQOCQ0BihQUihIIArLcIBwQKpcIBQQDECgtECMWKABzeGp7vv+hyAK4DKIVAoVRYIDgNVKuwQIRQrAhAq6POemRtCXYsFJ4IAqBVWCBCKJI5mAAEQKBQKiwQBECrsECEUCRz8JIAHL67/+rMEZ/7l597ikNAhRAolAoLBAHQKiwQIRR5ARh9FnzKNwhAewgUSkVpBLeDbkBhgQihIADrLcIBgUKpaAex/MGUBKABhQUihGJVAL4YnvHz8W5v573pU4AucRpoOQQKpcI4AN/NDIFi5RIc/kH4OW1TsSoA93aXPQ/gafX8TwBQFFAQgKklOPyD8HPapmJVAI6uLgvA6wSgEAKFUlE6AKcoCEBoRAjFygAsfibYzpn35fM/AUBRQNEeYsncv1xBAEIjQihWBmBcAc0h/8ef/rLf7//TW98SABQeCq8APDM9ht/JmvvXUJy6BId/EH5O21S0G4BvLvaPx9m3CQAKCwUBmFfUWoaDwgIRQpEXgNEtgeqOu/2T8Q4BQNG64nczo2UEAWhNYYEIocgLgGY8uFi99P/26PGng9+89BkBQNG2ggCcvoRt2S0sECEUbQbgxmDa//MkBT8nACjaVtgHoBqTuX84CEBURAhFiwGoZv3xgZ+7i94C1FmPrC3BjtV1RbwAZJ4BlK84dQnbsltYIEIosgNw+NFezQfCfD016T/+fb//GwKAooRiMve3jCAArSksECEUuQGYvyJ47QDcmD7sc2PBMaA665G1JdixUHxvH4Cp4/8nlwLoFKcuYVt2CwtECEVmABZcDrZuAGZf9N/t93+WXgxQZz2ytgQ7ForvCcApS9iW3cICEUKRGYCD6urf52s9EvLRG9Pnfi76EKDOemRtCXYsFN8XC8DS20DMKmZOAeIQUGBECEVeAA4Fd/98cLF/9g9LviIAKNpTdDYAMzckyr4j0ZrDYrewQIRQ5AWgOgJU9+ZvywPwo9Go+RcwGFmjCkD7f+t43l35Hx7P/5Mvq/lfTMiEMLo3GrwVxGDKnzro8+gNAsAoMo5PAW39ryUADP9RJADjUeedTNZ7Id5aohhfC9A+IvMQUIMXgnEIqFVECEVeAA4v9Xbq3v95NgB8BoCijGLmKrA2EeUDMGEsXcK27BYWiBCKvABUZwG9WD8AfAjcnR3LVlEsACa3giAAbSFCKDIDIHgLQABUCBS1FKUOAa0fgEYeCEMA2kKEUGQGoLoSeOe1L+sEgOsAVAgUtRTWAZi5GygBCI0IocgLwMPze8e3gtjZm4wzG1wJfBKAr7kSGEW3rgMgALlL4Oe0PUVmABY8GJh7AZVCoKinIACrFHWGxW5hgQihaDEA0y/6q+NB3A0URRFFmAA0ocg+F2nTYbFbWCBCKPICcHjr2txY+xmRyfMA5j4DJgAoWlE4B6BxBQFoDRFCkRcAzbgxmfV5IhiKcoouB+CUq8BaVKxYAj+n7SnaDMDwmcBvjZ4JPP8GgACgaEVBAAhAG4gQijYDUB34mYx35v+4znpkbQl2LBTfdzsAHAJqDxFC0WoAjr65OJr+z7694E/rrEfWlmDH6rqi2DOBbe7CQwBaQ4RQrBOAL97dG578VxFBgAAAIABJREFU8/AXVzYtwONPfzmY/n/yVnoJAAFA0YaCAHi8Dzl9CfyctqfID8C9l8dnfz4813tq3VOAckad9cjaEuxYXVcQAALQGiKEIjsAByen/1dXBdS+OzQBQEEATpZAAJQKC0QIRW4A7gwfCvzxbjXzH344+OJpAlAKgUKpsEAQAK3CAhFCkRmA6kX/U19NHgxzs1f/EZEEAIWDwgJBALQKC0QIRWYADobz/8mTwa428RagznpkbQl2LBSeCAKgVVggQijyAnB46fgV/yQAd3oNfA5cZz2ytgQ7FgpPRDuK//T5JOLUJfBz2p4iLwCDiX/4PJhJABQPCSYAKAwUFggCoFVYIEIosgMwnO8JgAMChVJhgSAAWoUFIoSCAKy3CAcECqXCAkEAtAoLRAhFXgD4DMAJgUKpsECg0CosECEUeQEYn/UzDkAVBM4CKoVAoVRYIFBoFRaIEIrMANzb7fUunATggOsACiJQKBUWiC4pVh2H4ue0TUVmAKq3AL0XvjoOwP3LvSaOABEAFAUUFoguKQiAkyI3AA9fHj8LeG93oycCEwAZAoVSYYHokoIAOClyAzBVgGo8+Yl+/icAKAooLBBdUhAAJ0V2AI6Obu6Op/+d15q4GzQBQFFAYYHonKLhG1JE2hRlFWsE4Ojoh2vv7u/vv9fEq38CgKKMwgLROQUBMFGsFYCGR531yNoS7FgoPBGdUxAAE0UyBxOAAAgUSoUFonMKAmCiSOZgAhAAgUKpsEB0TkEATBTJHHxaAH746Bej+wDtvMCHwAURKJQKC0TXFMtPAdIoAm2KworsAFRXf01uBNfbuUAAiiFQKBUWiK4pCICLIjcA1b0gpgLQxJ0gCACKAgoLRMcUp10F0Kmf0/K3Z80MwHDS33n++MjPDx/tNnIpcJ31yNoS3dmxUMRCdExBAEYjTACqu7/948mB//uDHrxIAAohUCgVFoiuKTgEdDyiBKC6/fPMhM/zAAoiUCgVFoiuKcoHoPzU66HIC8D4mcDT3+CJYKUQKJQKC0TnFMVPAy0/9U5Lli7BJwCz8z0BKIhAoVRYIDqnIAAzkqVL8AnA7DuAe7sEoBgipuJ306OYYsECHBCdUxCAGcnSJZgEoHoezMxnAAc8ErIcIqaCAKA4GcUD0AIihCIzAHdmz/y/s8sjIcshYioIAIqTQQBMFJkBqE4D6j0/ug80j4Qsi4ipIAAoTgYBmEY0eUKU8krgXm9nb2/0m/eX/ZcEoGlEXMXJ3F9SkSzAAdElxaqj7wSgTUVuAMYFGD8SsoH5nwBsvYIAoCAAc4blDqMAHB1+xCMhPRBxFQQAhU8ACr/2nkZECEDVgFvXBuN6I7M/AeiAggCgIABWiswA3LzQ1Kw/NeqsR9aWIACFFQQARSuKCK+9ZxjLlmASgLl7ARGAgoi4CgKAohVFoACEOA107kpgAlAQEVdBAFC0oojw2nuasXQJPgFo4P7/BKBjiulrAMop0gU4IFBoFQQgV5EXgMNLvAPwQYRVEAAU7SgiTL0eirwADO/90/jHwHXWI2tLEICiitnLgEsp5hbggEChVUSYej0UmQGoCvDke18SAAdEVAUBQNGSIsLU66HIC8DhrWuXx7eCGI8z3A66ECKsgkNAKNpRRJh6x4LTrolwCcDwmfDJ4HkApRBhFQQARTsKApCrIADrLcIBEVfBaaAoWlEQgFxFXgCO7wExO/R3hKizHllbggAUVpgF4NnpUQoxWkKXdwu9IsLU66HIC0A7o856ZG0JAlBYQQCWLqHLu4VeEWHqzVoCAchcj6wtQQAKKwjA0iV0ebfQKwhAriKZgwlAAERcBQFYuoQu7xZ6BQHIVSRzMAEIgIirMAtANerO/RKEx6bYIoUFIoQimYNPDcAX7+4NT/55+IsrBKAgIq6CACxdgsGm2CKFBSKEIj8A914en/358FwTj4QnANuvIABLl2CwKbZIYYEIocgOwMHJ6f/VVQFN3By0znpkbQl2rIKK302PYoq5QQC2UWGBCKHIDcCd6j4Qz3+8W838hx8OvniaAJRCxFQQgFOXYLAptkhhgQihyAxA9aL/qa8mzwW4OSjA6/oCMLZ4zASgNOZkVAEobWAwTMYpt4OuDvtPHgxztYm3AHVClpVCXlkUVPAO4NQlGGyKLVJYIEIo8gJQPRO4esU/CcCdXgOfA9dZj6wtwY6FIh0EYBsVFogQirwAjJ8JPAlAI8+IrLMeWVuCHQtFMupfBCZAfG+xKbZJYYEIocgOwHC+JwAOCBQ6BQHYSoUFIoSCAKy3CAcECplCcR+I2ojhEopviq1SWCBCKPICwGcATggUMgUB2E6FBSKEIi8A47N+xgGogsBZQKUQKHQKDgFtpcICEUKRGYB7u73ehZMAHDRyHUCd9cjaEuxYKJJBALZSYYEIocgMQPUWoPfCV8cBuF89IL6BuwHVWY+sLcGOhSIdnAa6jQoLRAhFbgAevjx+FvDebjNPBCYAKAooCMA2KiwQIRS5AZgqQDWe/EQ//xMAFO0rCMA2KiwQIRTZATg6urk7nv53XmvibtAEAEX7CgKwjQoLRAjFGgE4Ovrh2rv7+/vvNfHqnwCgKKIgANuosECEUKwVgIZHnfXI2hLsWCjSQQC2UWGBCKFI5mACEACBQqggANuosECEUCRzMAEIgEAhVBCAbVRYIEIokjl4UQAOPx+eAHTmjwTAA7GuwvRO/OUVz06PUojREvgHUSosECEUqwNwb3L+ZyNPgicAjSsIwJJBALZVYYEIoVgZgHu7J2f/N3H1FwFoXEEAlgwCsK0KC0QIxaoAVLd96/XO7O8P3wc08CR4AtC4ggAsGQRgWxUWiBCKVQG4Mzn0c3+QguFjwQhAYcRGipPJv6QiWYKDwgKBQquwQIRQrArA1ZND/w/P9XovEoDyCAKgVFggUGgVFogQihUBGD8JZjgOGj4GVGc9srZEl3csAuCMQKFVWCBCKFYEYPw0+OG4t9vsiUB11iNrS3R5xyIAzggUWoUFIoRidQBOTv1p5EHABKAdBQFwRqDQKiwQIRQEYL1FOCAIgFJhgUChVVggQigIwHqLcEAQAKXCAoFCq7BAhFAQgPUW4YAgAEqFBQKFVmGBCKEgAOstwgFBAJQKCwQKrcICEUJBANZbhANiE8X0ZcDlFOkSHBQWCBRahQUihIIArLcIBwQBUCosECi0CgtECAUBWG8RDogNFLN3AurO7h0FgUKrsECEUKwOwM5710bj492pL65dl18TVmc9srZEd3csAuCNQKFVWCBCKFYHYNnQvxmosx5ZW6LDOxaHgKwRKLQKC0QIBQFYbxEOCAKgVFggUGgVFogQCgKw3iIcEJwGqlRYIFBoFRaIEIoVAWh11FmPrC3R5R2LADgjUGgVFogQimQOJgABEARAqbBAoNAqLBAhFMkcTAACIAiAUmGBQKFVWCBCKJI5mAAEQBAApcICgUKrsECEUCRzMAEIgCAASoUFAoVWYYEIoUjmYAIQAEEAlAoLBAqtwgIRQpHMwQQgAIIAKBUWCBRahQUihCKZgwlAAMS6it9Nj2KKRUtwUFggUGgVFogQimQOJgABEARAqbBAoNAqLBAhFMkcTAACIAiAUmGBQKFVWCBCKJI5mAAEQBAApcICgUKrsECEUCRzMAEIgEChVFggUGgVFogQimQOJgABECiUCgsECq3CAhFCkczBBCAAAoVSYYFAoVVYIEIokjmYAARAoFAqLBAotAoLRAhFMgefGoAv3t0bPgbg4S+uEICCCBRKhQUChVZhgQihyA/AvZfHz4F5eK73lPyBwAQARRGFBQKFVmGBCKHIDsDByYPAqseE6Z8HRgBQlFBYIFBoFRaIEIrcANwZzP07z3+8W838hx8OvniaAJRCoFAqLBAotAoLRAhFZgCqF/1PfVX9Mnzpf3NQgNcJQCEECqXCAoFCq7BAhFBkBuBgOP9PAnB0tYm3AHXWI2tLsGOh8ESg0CosECEUeQE4vHT8in8SgDu9Bj4HrrMeWVuCHQuFJwKFVmGBCKHIC8Bg4t95fzoAk9+sNR5c7J+Mn31LAFCUV1ggUGgVFogQiuwADOf7mgG42ycAXdmxwijGiGemR9sIj02xPQoLRAhFqwH4mgB0ZscKoyAAW6iwQIRQ5AVA9BnAjX7/nVP+uM56ZG0JdiwUSxEEYIsUFogQirwAjM/6GQegCsL6ZwE9eqN/9g8EoPYitkDx7PQopjheAAHYPoUFIoQiMwD3dnu9CycBONjoOoAHF/svfUYAai9iCxSGARiODSZ/CaL4P8iWKSwQIRSZAajeAvRe+Oo4APcv9zY6AnS33//5aX9eZz2ytgQ7louCAJym2HQZKKwQIRS5AXj48uheQL293dEtgdYeX/f7vyEAHdmxTh8E4DTFpstAYYUIocgNwFQBqvHkJ+vP/6s+AyYAHVPUnvwlCgKwhQoLRAhFdgCOjm7ujqf/ndc2uQr40Rv9lz77+79d7PfP/urPBAAFAVii2HQZKKwQIRRrBODo6Idr7+7v77+3yav/o+FnwD/91/FVAL+auwqAAHRNQQCWKDZdBgorRAhFZgBuXqh/55+Z64CnrwP70WjU/hsYoUYVgNKGZFQBKG1gMIqNUy4Ee7HusqvrgM/++m9HR4//+mZ/+oQgAtDNQQAYDK+x4mZwtcaNfv+l0bH/x4Pfz38gXOedTNZ7Id5aWin8DgFtdBWYAuHxD7I9CgtECEV2ALTPgHz8+wU3A6qzHllbgh3LSkEAFis2XgYKK0QIRV4ADi8J3gHMjK/781cF11mPrC3BjmWlsAvAhjeC2Jp/kO1RWCBCKPICUN374en1PwauXucfj7nJ/sHF+fsC1VmPrC3BjmWlIAALFZsvA4UVIoQiMwBVAZ5870tdABbdGK7OemRtCXYsJ4XgMmCBYvEhoO9mRvMIi3+QLVJYIEIo8gJweOva5eNLwPYm48zqDwV4B9AIYksUBGCJYuNloLBChFDkBeDhud7cqPep8F0+A+i4QnInIHEAJheCEYDYCgtECEV7AZh9zf81ZwF1XEEAlio2XQYKK0QIRV4ADm9dmxvX1/xQ+NEbUzcDrR4PP3dn0DrrkbUlWt+xfjczVAiPTbGNh4BmbwWRNfdrEBb/IFuksECEUOQFQDKmLv569OaCI0AEoCHFoiUYKAjAMsWmy0BhhQihaDEA1VuA/vBWEN9cXHQhMAFoSLFoCQ4Ku9NACcC2KCwQIRQtBuDo7sWpm8EteDRMnfXI2hIEYLIEBwUBWKLYdBkorBAhFG0G4OjBm+Pp/+zbC/64znpkbYkyO9Zk7lchPDYFARAiPP5BtkdhgQihWCcAn58fPhJm58yVje8N/dffVu8C/vmDBU8DIACNKpIlOCgIwBLFpstAYYUIocgPwMkDwQYNuLBpAU4bddYja0sQACuFVwCemR7D7xCAsAoLRAhFdgAOZq8CqP10AALQriJZgoOCAMwrai0DhRUihCI3AHeqWf+J167fvn3ro+eq379OADIHAVgyCMC8otYyUFghQigyA1BdCrxzZfzV57t17wRBANpWJEtwUBCAeUWtZaCwQoRQZAbgoDfzQIB7u028BaizHllbggBYKbwCMDcybwMhQXj8g2yPwgIRQpEZgKvJUf/q+QAEIG8QgPnx7PQopjheAAHYPoUFIoQiLwBzzwQevAV4auNzQQlAAUWyBAIwWcCSJWTfCU6BKP4PsmUKC0QIRXYAZo/5yx8STAAaViRLIACTBRCA7VNYIEIoCMB6i1j//zJ1GwgRwmNTbHsAOAQUWGGBCKHIC8DcQ+E5BJQ9CIC3ggBsocICEUKRF4DqQ+CnT/uaACwbM3eC0yA8NsW2KJYjOA00rMICEUKRGYDqOrCp2z/cbORKsDrrkbUlCACKNRAEIKzCAhFCkRmAw0uDKf+F0UGfww8HX+iPAG1nADgEZK4gAFuosECEUGQGYHjpV6/3xP7+/ivDO0HMfiRAAJYPAuCtIABbqLBAhFDkBmBUgMntQBuY/6UBWPAoFk4DRbEWggCEVVggQiiyA3B0//LJ/P+8/vgPAWhWkSwBxWoEAQirsECEUOQHYDBuvfvK3t6PX73exOxPAJpVJEtAsRpBAMIqLBAhFGsFoOFRZz3SQQBOXwKK1QgCEFZhgQihSObgrQnAcMxOvQQAxVoIAhBWYYEIoUjmYAIgRxAAb8VCxHczo3mEx6bYHoUFIoQimYNPC8APH/1iePufh+d2XrD/EHg4CMDSJaA4FUEAYissECEU2QGoTgL6h1EAGnoqfJ31WDgIwNIloDgVQQBiKywQIRS5ARheBnASgBjPBCYA8+NZ2Y04I+zemyIIQGyFBSKEIjMAw0l/Z3T6/w8fBXkmMAGYHwTAEYFCq7BAhFBkBuBgMP//48mB//vnkkdEEoClgORk1NI7FgFwRKDQKiwQIRR5AajuBTcz4d9p4m5wddZj4SAA84MAOCJQaBUWiBCKvADMPRM4xhPBCMCSUfs5XBKFx7awQKDQKiwQIRTZAYj4SEgCsGQQADMECq3CAhFCkR2AuUdCEoDNluCwYxEAMwQKrcICEUKRF4DqEZAznwEchHgkJAFYMgiAGQKFVmGBCKHIDMCd2TP/7+yGeCQkAVgyCIAZAoVWYYEIocgMwPCRkM9/cvzF8MkAER4JSQCWDAJghkChVVggQigyAzB+INjO3t5uY48Eq7Mei8b0raCP13XtRdRHzC3BYcciAGYIFFqFBSKEIjcAySMhn3R/JGQ1CMCyQQDMECi0CgtECEV2AI4OP5okYOe1CHcDnX0azPfsWCeDAJghUGgVFogQivwAVA24dW0wrjcy+xOA9hT1rwJWKDy2hQcChVZhgQihWCsADY8667FocAhoySAAbggUWoUFIoQimYMJgBoxt4TyO5biRkD1Fd9bbAsTBAqtwgIRQpHMwVsVAE4DXTwIgB0ChVZhgQihSObglQH44aP9/Vf/SAA2X4LBjsUhIDcECq3CAhFCkROA+5d3Rzf+OfxwdBboJwRg0yUY7FgEwA2BQquwQIRQZATgYPIwyOH1wMcngjbwREgC0JqC00DNECi0CgtECMXqAFztTQJQpaD3xP7LQa4EJgDLBgEwQ6DQKiwQIRQrA3Bn+DDg69VvqwcDDyf+6omQ+puBEoDWFATADIFCq7BAhFCsCkA16Y/v+3YwuSXovd0m3gLUWY+FgwAsGQTADIFCq7BAhFCsCsCd3uTJL9UnAOMWpM8HIADZS3DYsQiAGQKFVmGBCKFYFYCpmb66Hdz49zwUfuMlOOxYBMAMgUKrsECEUKwIwOBV/+RYz/RDYXgk5MZLcNixCIAZAoVWYYEIoVgRgOmHv189ORrEQ+E3X4LDjkUAzBAotAoLRAhFfgCmPwIgAJsvwWHHIgBmCBRahQUihCI/ANX5QC8u+D4BWG8JDjsWATBDoNAqLBAhFKsDMP4MYOa58Pd2+RB4wyUU3rGenRmlFKMlOPyQWSBQaBUWiBCKFQGojvuMZv3pjwCqSwL0V4LVWY+FgwDMDwLgiEChVVggQihWBKCa6Y+P+zycvvq36oL3dQC/mxnjdV1rEfURC5dAAE6W4PBDZoFAoVVYIEIoVgVgcs3vzBGgg0ZuBlRnPdJBAJYMAuCIQKFVWCBCKFYFoHqtv3Pl6Ojm7tQRoOqLBu4FpByzASitYTAYDP8xfzO46vrf0Ri9AfjifIC7gfIOAEUgBAqtwgIRQrEyAEd3xgU4+Sxg+miQaQAWr2v9RTggUCgVFggUWoUFIoRidQCO7p8fPgbgwtFJAHYuNDD/EwAUBRQWCBRahQUihCIjAEdHh7evfzn+fXVlwAvySwAIAIpCCgsECq3CAhFCkRWA6XF4+8uV/82Go856ZG0JdiwUnggUWoUFIoQimYNXB6DBUWc9srYEOxYKTwQKrcICEUKRzMEEIAAChVJhgUChVVggQiiSOZgABECgUCosECi0CgtECEUyBxOAAAgUSoUFAoVWYYEIoUjmYAIQAIFCqbBAoNAqLBAhFMkcTAACIFAoFRYIFFqFBSKEIpmDCUAABAqlwgKBQquwQIRQJHMwAQiAQKFUWCBQaBUWiBCKZA4mAAEQKJQKCwQKrcICEUKRzMEEIAAChVJhgUChVVggQiiSOZgABECgUCosECi0CgtECEUyBxOAAAgUSoUFAoVWYYEIoUjmYALQIIKHMToqLBAotAoLRAhFMgcTgAYRBMBRYYFAoVVYIEIokjl4eQAOP9rrzYzJE4IJQOYgAI4KCwQKrcICEUKRG4CpRwMTgA0HAXBUWCBQaBUWiBCKzACMngRMAOouoO7cr1F0ZveOgkChVVggQigyA3BQPQj4+WvT47r8uZB11iNrSxjsWATATWGBQKFVWCBCKPICcHipiVf8BKCUojO7dxQECq3CAhFCkReA6gjQ603P/wSgNUVndu8oCBRahQUihCI7AM2/ASAArSk6s3tHQaDQKiwQIRQEYL1F1F0AAXBTWCBQaBUWiBCKvAAcXurtvE8ACMAWKiwQKLQKC0QIRV4AqrOAXmx6/icArSk6s3tHQaDQKiwQIRTJHLwsAK28BaizHllbwmDHIgBuCgsECq3CAhFCkRmA6krgnde+JAB1F0AA3BQWCBRahQUihCIvAA/P7x3fCmJnbzLOcCXwBoMAuCksECi0CgtECEVmAObvBMGtIDYaBMBNYYFAoVVYIEIoCMB6i6j5/69/IziFoju7dxQECq3CAhFCkReAw1vX5gb3AtpgEAA7hQUChVZhgQihyAtAO6POemRtieI7luJe0PUV33dn946CQKFVWCBCKJI5mAA0iiAAfgoLBAqtwgIRQpHMwQSgWQSHgOwUFggUWoUFIoQimYMJQLMIAmCnsECg0CosECEUyRx8agA+Pz+8GGDnzBX5579dCQCngdopLBAotAoLRAhFfgBuTj0VeOcCAdhsEAA3hQUChVZhgQihyA7AwexVAE3cGq7OemRtCYMdiwC4KSwQKLQKC0QIRW4A7lSz/hOvXb99+9ZHz1W/b+ABYXXWI2tLGOxYBMBNYYFAoVVYIEIoMgNQXQq8c2X81ee7jTwiuM56ZG0Jgx2LALgpLBAotAoLRAhFZgAOejO3g76328RbgDrrkbUlDHYsAuCmsECg0CosECEUmQG4mhz1HwThaQKwwSAAbgoLBAqtwgIRQpEXgIfnkufBDN4CPMW9gDYYBMBNYYFAoVVYIEIosgMwe8y/kafE11mPrC1hsGMRADeFBQKFVmGBCKEgAOstou4CCICbwgKBQquwQIRQ5AVg7pHAHALacBAAN4UFAoVWYYEIocgLQPUh8NOnfU0AMsaz06OY4ngJHdm9oyBQaBUWiBCKzABU14FN3f7hZiNXgtVZj6wtQQAmS+jI7h0FgUKrsECEUGQG4PDSYMp/YXTQ5/DDwRf6I0AEoBXF8RI6sntHQaDQKiwQIRSZARhe+tXrPbG/v//K8E4Qsx8JEICcQQAcFRYIFFqFBSKEIjcAowJMbgfawPy/9QFQIVAoFRYIFFqFBSKEIjsAR/cvn8z/zzfyQIA665G1JdixUHgiUGgVFogQivwADMatd1/Z2/vxq9ebmP0JAIoiCgsECq3CAhFCsVYA1h93+y99Nv31409/2e/3/+mtbwkAirHimZnRtsJqU6DQKCwQIRTNBuDBxdkAfHOxfzzOvk0AUBAAFM0oLBAhFI0G4NGb/ZkA3O2fjHcIAAoCgKIRhQUihGJFAB6e3zvzH8Nf5saZlfcC+vtg/p8OwOD9wOCl/7dHjz+92E8ODRGADisIAAqxwgIRQrEqAMc3faseCJaOlTeDezA83jM10d8YfPXnyR/9nACgOPn9BnO/RuG3KVBsByKEorEAPP7T8aGekwBUs/74wM/dRW8B6qxH1pZgx/JVEAAUOoUFIoRiRQAOb127/tXwl7lx/dRrAf5Svfz/6b9Pz/NfT33x+Pf9/m8IAIrJIAAodAoLRAjFigBsOh69MZj/f/3tzAv9G9OHfW4sOAZUZz2ytgQ7lq+CAKDQKSwQIRTNBeCnH8we6Zl90T/4k5+lFwPUWY+sLcGO5asgACh0CgtECEVTAfiXD0bT/CQA1ZuCk3M/F30IUGc9srYEO5avggCg0CksECEUDQVgwTT/4GL/7B8mfzL7FQHovIIAoNApLBAhFOsE4Mvqfw4/2u31nrhw2n+3bgB+NBp5y2Rs5agCUNrAYHR8LA/A/cvDEz+HT4YZjKez7geaBGDqoM+jN9oMwMyd+Jv7axgbj+OLwEorGIxuj1MfCFMF4GB8GcCLOYvLC8B41Hknc/rgUSzuio2uApYo7DYFCg4BtafIDMDwhf8gANWvOxe+uJz5SJjlAWj3MwACYK7Y8D4QCoXbpkBBAFpUZAbgzuiRwNUbgeq1/9W8twAuHwITAHMFAUChVFggQigyAzCY8J+ufj0YvfS/kz4VvjrLP733g08AhqPu5C9BdGbHWlPBISAUQoUFIoQiLwCHl47n/eoI0HDiH90jaJ0AFL8OgAAYKwgACqHCAhFCkReA8XxfHQF6evobawSg+i9OAvB1+1cCEwBnBdcBoNApLBAhFOsFoPoo4PWFAVg8rO4FRACcFQQAhU5hgQihWC8AV8dn/wzeCjyVcSXA3eRuoJMX/dXxoLbvBkoAnBUEAIVOYYEIocgLQHXs//WpjwAmHwqvE4DkeQBznwETgC4rCAAKncICEUKRF4Dq7J/BzH9zfAHYzfGhoHUCUB32Gc36RZ4IRgCcFQQAhU5hgQihyAxA9envznO94RGgw8/P5zwRcj4Aw2cCvzV6JvD8GwAC0GUFAUChU1ggQigyAzC5BcSLo+dDZl0InJ7sebd/Mt6Z/6/rrEfGIADOCgKAQqewQIRQ5AZgVIAXjo4D8OQnOfP/3Nn+31wcTf9n317wX9dZj4xBAJwVBADSZsbeAAAgAElEQVSFTmGBCKHIDsDR4cf7/2N4Q+iH/+fzV7Km/wWXez3+9JeD6f8nb6WXABCArisIAAqdwgIRQpEfgOZHnfXIGATAVPHMzGhbYbUpUGgUFogQimQOJgANIzqzY62hIAAoxAoLRAhFMgcTgIYRndmx1lAQABRihQUihCKZg8WPhCQA80voyI61hoIAoBArLBAhFNkB2OiRkARgfgkd2bHCKCwQKLQKC0QIRW4ANnskJAGYX0JHdqwwCgsECq3CAhFCkRmADR8J6RSA+o8DEyC6s2OFUVggUGgVFogQiswAbPhISAIwv4SO7FhhFBYIFFqFBSKEIjMAKx8JaR8AxROBY/yTooiHQKFVWCBCKPICsPqRkAQgdwkd2bHCKCwQKLQKC0QIRV4AVj8S0j4AHAIKovhuerSgMN4UKEIjQijWC8C6j4QkAPNL6MiOtbGCAKDYDkQIxXoBWPeRkE4B4DTQGAoCgGI7ECEUeQHY9JGQBGB+CR3ZsTZWEAAU24EIocgLwKaPhCQA80voyI5VS5E392sU5psCRVhECEVmADZ8JCQBmF9CR3asWgoCgCI+IoQiMwAbPhKSAMwvoSM7Vi0FAUARHxFCkRuAzR4JSQDml9CRHauWggCgiI8IocgOwEaPhCQA80voyI5VS0EAUMRHhFDkB6D5UWc9MgYBCKMgACjiI0IokjmYADSM6MyOVUtBAFDER4RQJHMwAWgY0Zkdq5aCAKCIjwihSObgNAAPz++d+Y/hL3PjTLBbQRCAOAoCgCI+IoRiVQCO7wExPPMzGdHuBUQAwihyrwKWKLw3BYq4iBAKArDWiPBPGl9BAFBsASKEYkUADm9du/7V8Je5cZ2bwW20hI7sWDUU+TcCUiisNwWKwIgQihUBaHXUWY+MQQCCKAgAim1AhFAkczABaBjRmR2rjoJDQCi2ABFCkczBBKBhRGd2rDoKAoBiCxAhFMkcvKUBeHZ61FhOiH/SLVBwGiiK+IgQimQOPiUAP3y8PzNeDfQhMAGIpSAAKOIjQihyA3B4OfJpoAQgloIAoIiPCKHIDED1MEgCEOOfdAsUBABFfEQIRWYAhk8D2NmLeghovK71F+GA2H4FAUARHxFCkReA6g1AE88AIwAoFg0CgCI+IoQiLwDVrSD0D4EnACgWDwKAIj4ihCI7AA08BJ4AoFg8CACK+IgQirwAHF4iAD6I7VcQABTxESEUeQE4utrCRwAEAMVoEAAU8REhFMkcvCwA93Z7Tzc9/xMAFN+f3Aou83YQBACFKSKEIpmDl14IdtDrXWh4/icAKL4nACj4OW1RkczBy28FMSjAk+/dnhpfEoBCiO1WEAAU24EIocgOwP2XA18JPF7X+otwQGy3ggCg2A5ECEVuAA5C3wpivK71F+GAQKFUWCBQaBUWiBCKzADc2yUANggUSoUFAoVWYYEIocgMwNXBjP/8H2/zGYADAoVSYYFAoVVYIEIo8gJQ3QvoRfmETwBQlFdYIFBoFRaIEIq8ADw8x4VgPggUSoUFAoVWYYEIocgOALeCsEGgUCosECi0CgtECEVeAA4v8Q7AB4FCqbBAoNAqLBAhFHkBqM4C5TMAFwQKpcICgUKrsECEUCRz8CmPhPyHTwiABwKFUmGBQKFVWCBCKDIDUF0IsHNB/hBIAoCitMICgUKrsECEUOQF4PDWtY92h08FPhlnuBCsEAKFUmGBQKFVWCBCKPICUD0SkiuBXRAolAoLBAqtwgIRQuEUAAaDwWCUG8sOAb27PzdelX8iUCdkWSnklQUKTwQKrcICEUKRF4B2Rp31yNoS7FgoPBEotAoLRAhFMgcTgAAIFEqFBQKFVmGBCKFI5mACEACBQqmwQKDQKiwQIRTJHEwAAiBQKBUWCBRahQUihCKZgwlAAAQKpcICgUKrsECEUCRzcBqARed/ch1AYQQKpcICgUKrsECEUBCA9RbhgEChVFggUGgVFogQinUDsLNHAEojUCgVFggUWoUFIoRiRQAOb10bjcu93hOju8F9/nIzN4eusx5ZW4IdC4UnAoVWYYEIoVgRgMk46PWe/mrmKwJQCoFCqbBAoNAqLBAhFJkBuLfbe2r61g9Xe73XCUAhBAqlwgKBQquwQIRQZAYgnfDvNPEWoM56ZG0JdiwUnggUWoUFIoQiLwDVA8FmPvNt5CnxddYja0uwY6HwRKDQKiwQIRR5AZib7wlAQYRQ8cz0KKaotYytQKDQKiwQIRTZAdh5f/ob93YJQDEEAVAqLBAotAoLRAhFXgAOLyUnfl7lM4ByCAKgVFggUGgVFogQirwAVOd9Tr8FuNnjLKByCAKgVFggUGgVFogQiswAVFcE77w2OhH08MPB/P+U/IFgBKCMYoO5vwHFxsvYCgQKrcICEUKRGYDqvM/BeKJ6FuRzw1tCvL/svyQATSMIgFJhgUChVVggQihyA3B0c3f6lkBPNjD/E4AyCgJQHoFCq7BAhFBkB+Do/uWTO8K9pj/+QwBKKQhAeQQKrcICEUKRH4DBuPXuK3t7P/6vf2xi9icApRQEoDwChVZhgQihWCsADY8665G1JdixFikIQHkECq3CAhFCkczB+QE4/H/lh4HqrEfWlmDHWqQgAOURKLQKC0QIRTIH5wbgi/NcCVwMQQCUCgsECq3CAhFCsUkADj/a5YlgBREEQKmwQKDQKiwQIRTrB2Dw4p9HQhZFaBUbXQUsV2y+jK1AoNAqLBAhFGsG4PjFf0OngtZZj6wtwY61QEEADBAotAoLRAjFWgEYv/jv9Z7/RD37E4Ayig1vBCRW1FjGViBQaBUWiBCK/ACcvPh/8koDsz8BKKMgAA4IFFqFBSKEIjcAJy/+9cf+CUBJBYeADBAotAoLRAhFVgBOXvz/uIkHwRCAkgoCYIBAoVVYIEIoMgIwefF/5kozj4IkAEUVnAZaHoFCq7BAhFCsCsAP4xf/T1yozvohAAYIAqBUWCBQaBUWiBCKFQGoHgQzPOfzy8nXBKA0ggAoFRYIFFqFBSKEIiMAO1PnfBIAAwQBUCosECi0CgtECEVWAK4TACcEAVAqLBAotAoLRAhFRgCOT/3/igC4IAiAUmGBQKFVWCBCKFYE4Ojo8/E5QM//kQB4IAiAUmGBQKFVWCBCKFYGYOoqgJ0XviQABggCoFRYIFBoFRaIEIqMABxNPQ/4Ca4ELo8gAEqFBQKFVmGBCKHIC8BgfP7y+DagDd0JiAAUUhCA8ggUWoUFIoQiOwBT14QdfxxAAEohhIpnpkcxRa1lbAUChVZhgQihWCMAg/HF+FDQThP3g66zHllbgh0rVRAADwQKrcICEUKxXgCOjg5vPtfYXUHrrEfWlmDHShUEwAOBQquwQIRQrBuAwfjhw10CUBJBAJQKCwQKrcICEUKxQQCOjm8QSgBKIVAoFRYIFFqFBSKEYrMAVBcHnCEAhRAolAoLBAqtwgIRQpHMwdkBaGLUWY+sLcGOhcITgUKrsECEUCRzMAEIgEChVFggUGgVFogQimQOJgABECiUCgsECq3CAhFCkczBBCAAAoVSYYFAoVVYIEIokjmYAARAoFAqLBAotAoLRAhFMgcTgAAIFEqFBQKFVmGBCKFI5mACEACBQqmwQKDQKiwQIRTJHEwAAiBQKBUWCBRahQUihCKZgwlAAAQKpcICgUKrsECEUCRz8LIA3Lzw1UZz+t3+S5+dfPXgYv9k/OxbAoCivMICgUKrsECEUOQF4PBSr/fiBvP/YMafDsDdPgHoyo4VRmGBQKFVWCBCKPIC8PBcb+f99ef/R2/2ZwLwNQHozI4VRmGBQKFVWCBCKLIDsMHNP/8+mP9nAnCj33/nlP++znpkbQl2LBSeCBRahQUihCIvAIeXNngHcHzEfyoAj97on/0DAai9CBRKhQUChVZhgQihyAvA0UGv9/R6HwM//tPxkZ6pACSfCBAAFAYKCwQKrcICEUKRGYCqAE++92X+/P+X6uX/T/99JgB3+/2fn/b/qbMeWVuCHQuFJwKFVmGBCKHIC8DhrWvHj4Pf2ZuMUx8I8+iNwfz/62/vzgTg637/NwSgIztWGIUFAoVWYYEIocgLwMNzvblx6qfCgwD89IPha/6pAKz4DJgAoCigsECg0CosECEUTQXgXz6ofpkJwCAKL33293+72O+f/dWfCQAKD4UFAoVWYYEIocgLwOGta3PjesaHwjMBeHCx/9N/HV8F8Ku5qwAIAIoSCgsECq3CAhFCkReATcdMAGauA56+DuxHo6H9uxkMBoOxzmgyANV1wGd//bejo8d/ra4QOzkhiAAwGAxG+dFkAG4Mvhgd+388+P38B8J13slkvRfirSUKTwQKrcICEULRYgCmx+PfL7gZUJ31yNoS7FgoPBEotAoLRAjFOgH44t294ck/D39xpW4AquNBc39SZz2ytgQ7FgpPBAqtwgIRQpEfgHsvj8/+fHiu91R6ClD1kn7u3g+nBODBxfn7AtVZj6wtwY6FwhOBQquwQIRQZAfg4OT0/+qqgPQqgHUDsOjGcHXWI2tLsGOh8ESg0CosECEUuQG4U90H4vmPd6uZ//DDwRdP1wsA7wBQeCgsECi0CgtECEVmAKoX/U99NXkuwM1BAV5f1oqpsTwAi/6kznpkbQl2LBSeCBRahQUihCIzAAfD+f/kwTBX594CrJzmZ1/zf81ZQCgsFBYIFFqFBSKEIi8A1TOBq1f8kwDc6c1/DrwiANUNQic3A60eFjN3Z9A665G1JdixUHgiUGgVFogQirwAjJ8JPAlA5jMi0wvBxhd/pQ8LJgAoSiksECi0CgtECEV2AIbzfa0AHD8joLoVxDcXF10ITABQFFBYIFBoFRaIEIoWA3B09+LUzeAWPBqmznpkbQl2LBSeCBRahQUihCIvAIrPAAbjwZvj6f/s2wv+6zrrkbUl2LFQeCJQaBUWiBCKvACMz/oZB6AKwrpnAQ3HX39bvQv45w8WPA2AAKAoobBAoNAqLBAhFJkBuLfb6104CcBB5nUA640665G1JdixTlV8Nz2KKdZdxlYgUGgVFogQiswAVG8Bei98dRyA+9UD4nOOABGARhAEQKmwQKDQKiwQIRS5AXj48vhZwHu7K58ITAAaRRAApcICgUKrsECEUOQGYKoA1XjyE/38TwAKKwhAMQQKrcICEUKRHYCjo5u74+l/5zX98R8C4KHIm/ybVqyxjK1AoNAqLBAhFGsE4Ojoh2vv7u/vv9fEq38CYKIgACUQKLQKC0QIxVoBaHjUWY+sLcGOtVpBAEogUGgVFogQimQOJgABEARAqbBAoNAqLBAhFMkcTAACIAiAUmGBQKFVWCBCKJI5WPxQeALQBIIAKBUWCBRahQUihCI/AKc/FJ4AtIcgAEqFBQKFVmGBCKHIDsCKh8ITgPYQBECpsECg0CosECEUuQFY9VB4AtAeggAoFRYIFFqFBSKEIjMAGz4UngA0gSAASoUFAoVWYYEIocgMwIYPhScATSAIgFJhgUChVVggQijyArDpA2EIQBOIJhW5NwJqVrHOMrYCgUKrsECEUOQFYNOHwhOAJhAEQKmwQKDQKiwQIRTZAdjomcAEoAlEg4r8e4FuzbawQKDQKiwQIRQEYL1FOCAIgFJhgUChVVggQijyAsBnAE4IDgEpFRYIFFqFBSKEIi8Amz4UngA0gSAASoUFAoVWYYEIocgMAA+FN0JwGqhSYYFAoVVYIEIoMgPAQ+GNEARAqbBAoNAqLBAhFLkB4KHwPggCoFRYIFBoFRaIEIrcAPBQeB8EAVAqLBAotAoLRAhFdgB4KLwNggAoFRYIFFqFBSKEYo0A8FB4EwQBUCosECi0CgtECMVaAWh41FmPrC3BjrVaQQBKIFBoFRaIEIpkDiYAARAEQKmwQKDQKiwQIRTJHEwAAiAIgFJhgUChVVggQiiSOXhRAA4/H54AdOaPBMADQQCUCgsECq3CAhFCsToA9ybnfzbyJHgCYKP4bnoUU6y7jK1AoNAqLBAhFCsDcG/35Oz/Jq7+IgA2CgJQDIFCq7BAhFCsCkB127de78z+/vB9QANPgicANgoCUAyBQquwQIRQrArAncmhn/uDFAwfC0YACiMIgFJhgUChVVggQihWBeDqyaH/h+d6vRcJQHkECqXCAoFCq7BAhFCsCMD4STDDcdDwMaA665G1JdixUHgiUGgVFogQihUBGD8Nfjju7TZ7IlCd9cjaEuxYKDwRKLQKC0QIxeoAnJz608iDgAkAiqIKCwQKrcICEUJBANZbhAMChVJhgUChVVggQigIwHqLcECgUCosECi0CgtECAUBWG8RDggUSoUFAoVWYYEIoSAA6y3CAYFCqbBAoNAqLBAhFARgvUU4IFAoFRYIFFqFBSKEggCstwgHBAqlwgKBQquwQIRQEID1FuGAQKFUWCBQaBUWiBCK1QHYee/aaHy8O/XFtevya8LqrEfWlmDHQuGJQKFVWCBCKFYHYNnQvxmosx5ZW4IdC4UnAoVWYYEIoSAA6y1ChnhmehRT1FrGdigsECi0CgtECAUBWG8RMgQBMFFYIFBoFRaIEIoVAWh11FmPrC3htGMRABOFBQKFVmGBCKFI5mAC0BaCAJgoLBAotAoLRAhFMgcTgFYRG0z+DSg2XcZ2KCwQKLQKC0QIRTIHE4BWEQSgvMICgUKrsECEUCRzMAFoFUEAyissECi0CgtECEUyBxcNQPdGFYDSBgaDwTgevANoFcE7gPIKCwQKrcICEUKRzMEEoFUEASivsECg0CosECEUyRxMAFpFEIDyCgsECq3CAhFCkczBBKBVBAEor7BAoNAqLBAhFMkcTABaRRCA8goLBAqtwgIRQpHMwQSgVQQBKK+wQKDQKiwQIRTJHEwAWkUQgPIKCwQKrcICEUKRzMEEoE3ERjcCkis2XsZ2KCwQKLQKC0QIRTIHE4A2EQTAQGGBQKFVWCBCKJI5mAC0iNjwXqAmm2JbFBYIFFqFBSKEIpmDCUCLCALgoLBAoNAqLBAhFMkcTADaRHAIyEBhgUChVVggQiiSOZgAtIkgAAYKCwQKrcICEUKRzMEEoFUEp4GWV1ggUGgVFogQimQOJgCtIghAeYUFAoVWYYEIoUjmYALQKoIAlFdYIFBoFRaIEIpkDiYArSIIQHmFBQKFVmGBCKFI5mAC0CqCAJRXWCBQaBUWiBCKZA4mAK0iCEB5hQUChVZhgQihSOZgAtAqggCUV1ggUGgVFogQimQOJgCtIghAeYUFAoVWYYEIoUjmYALQKoIAlFdYIFBoFRaIEIpkDiYArSIIQHmFBQKFVmGBCKFI5mAC0CqCAJRXWCBQaBUWiBCKZA4mAK0iCEB5hQUChVZhgQihSOZgAtAW4pnpUUxRaxnbobBAoNAqLBAhFMkcTADaQhAAE4UFAoVWYYEIoUjmYALQFoIAmCgsECi0CgtECEUyBxOAthAEwERhgUChVVggQiiSOZgABECgUCosECi0CgtECEUyBxOAAAgUSoUFAoVWYYEIoUjmYAIQAIFCqbBAoNAqLBAhFMkcTAACIFAoFRYIFFqFBSKEIpmDCUAABAqlwgKBQquwQIRQJHMwAQiAQKFUWCBQaBUWiBCKZA4mAAEQKJQKCwQKrcICEUKRzMEEIAAChVJhgUChVVggQiiSOZgABECgUCosECi0CgtECEUyBxOAAAgUSoUFAoVWYYEIoUjmYAIQAIFCqbBAoNAqLBAhFMkcTAACIFAoFRYIFFqFBSKEIpmDCUAABAqlwgKBQquwQIRQJHMwAQiAQKFUWCBQaBUWiBCKZA4mAAEQKJQKCwQKrcICEUKRzMEEIAAChVJhgUChVVggQiiSOZgABECgUCosECi0CgtECEUyBxOAAAgUSoUFAoVWYYEIoUjmYAIQAIFCqbBAoNAqLBAhFMkcTAACIFAoFRYIFFqFBSKEIpmDCUAABAqlwgKBQquwQIRQJHMwAQiAQKFUWCBQaBUWiBCKZA4mAAEQKJQKCwQKrcICEUKRzMEEIAAChVJhgUChVVggQiiSOZgABECgUCosECi0CgtECEUyBxOAAAgUSoUFAoVWYYEIoUjmYAIQAIFCqbBAoNAqLBAhFMkcTAACIFAoFRYIFFqFBSKEIpmDdQF4/L9/e7Hf7//TW9/OfPfTX85/kwCgKKewQKDQKiwQIRRNBeAv1ew/HGf/28l3vxl/9+zbBACFhcICgUKrsECEUDQUgD/1p8avx9+9O/XNdwgACgeFBQKFVmGBCKFoJgDVTP+Tt/92dPR4+Jp/NNk/uFi99P/26PGng9+89FmpADwzM9ZchApRbxkodAoLBAqtwgIRQtFIAB7/vt//2egw/9/fmEz2Nwa/+/MkBT8nABsvA4VOYYFAoVVYIEIoGgnAYH4/+4fxF3fHbwGqWf+dk2/OvwWosx5ZW4IAoPBEoNAqLBAhFI0E4O7JG4DjtwO/qX7z9dSkP/kmAdhkGSh0CgsECq3CAhFC0UgAZsZkrr8xfdjnxoJjQHXWI2tLTC1i/bm/AcTGy0ChU1ggUGgVFogQivYCMPuif+ZNAgFAUUxhgUChVVggQiiaD8D40P+jN6bP/Vz0IUCd9cjaEgQAhScChVZhgQihaD4A40P/M58MJ18RABSlFBYIFFqFBSKEovEATM74XB6AH42G/O8+ZVQBaPPvYzAYDPchD8CjyWUAgyl/6qDP4PsEgMFg/P/t3fuTHOV1xnHJ4JRSVhkswgpkXLiSODgWtsFA4mAgVNmhXBDipYx/MbHwjQ2K8WUNNlTtIqGg3f23M93Tl7ff7rmfnvOcme/5RavZne5Pd0+fp+9DCZV1ABRnfqsj/7MDoK5N9mSW2hfiEBAKTQQKW4UEIoRi3AAo+3916U83ADgHsMkwUNgpJBAobBUSiBCKUQPg/vNt/+ckcB+x9jBQ2CkkEChsFRKIEAqrACi39ctqN/OL87/tpf8EQA+x9jBQ2CkkEChsFRKIEIoRA+DDTv/nPoA+Yu1hoLBTSCBQ2CokECEU4wXAcfG9Ly93/6L97zF3Am8wDBR2CgkECluFBCKEwioAelV8JUz18OeqeBZQjlh7GCjsFBIIFLYKCUQIxVgBUPT/bBM/3egvjgd5PQ20LAIAhRACha1CAhFCMVIAFMd/nsgO8WTfB9A7B0wAoHBQSCBQ2CokECEU4wTA6UD/Lw/7VF3f9RvByiIAUAghUNgqJBAhFKMEQHGAp3eKt/pO4Ber7wTu7wBsMwDW+TIYc8T6w0Bhp5BAoLBVSCBCKEYJgOODrKo0OE1eern/tk2mY6k5QQCg0ESgsFVIIEIoxgiA9pLQLACmtwYUdf2lgfdtMh1LzYlmEOt9H6QxYoNhoLBTSCBQ2CokECEUYwRAcQRoOAAuzn/17cl/H3+xf3yIAEDhopBAoLBVSCBCKMYIgHVrk+lYak5wCAiFJgKFrUICEUKR9WACYIuI9YeBwk4hgUBhq5BAhFBkPXhfAoDLQFEoIVDYKiQQIRRZDyYAtolYexgo7BQSCBS2CglECEXWgwmAbSLWHgYKO4UEAoWtQgIRQpH1YAJgm4i1h4HCTiGBQGGrkECEUGQ9mADYJmLtYaCwU0ggUNgqJBAhFFkPJgC2iVh7GCjsFBIIFLYKCUQIRdaDCYBtItYeBgo7hQQCha1CAhFCkfVgAmCbiKY+6ZSXYtVh7IZCAoHCViGBCKHIejABsE1EUwSAn0ICgcJWIYEIoch6MAGwTURTBICfQgKBwlYhgQihyHowAbBNRFMEgJ9CAoHCViGBCKHIejABsE1Et5bq/aMrVhjGbigkEChsFRKIEIqsBxMA20R0iwBwUUggUNgqJBAhFFkPJgC2iegWAeCikECgsFVIIEIosh5MAGwT0S0CwEUhgUBhq5BAhFBkPZgA2CaiWwSAi0ICgcJWIYEIoch68D4EwN92asVBWCEGigBwUUggUNgqJBAhFFkPJgC2hBgoAsBFIYFAYauQQIRQZD2YANgSYqAIABeFBAKFrUICEUKR9WACYEuIgSIAXBQSCBS2CglECEXWg/chADYaxIgIAsBFIYFAYauQQIRQZD2YAPBDEAAuCgkECluFBCKEIuvBBIAfggBwUUggUNgqJBAhFFkPJgDcEEs+CG5kxSrD2A2FBAKFrUICEUKR9WACwA1BAPgoJBAobBUSiBCKrAcTAF6IpZ8FPapipWHshkICgcJWIYEIoch6MAHghSAAnBQSCBS2CglECEXWgwkANwSHgHwUEggUtgoJRAhF1oMJADcEAeCjkECgsFVIIEIosh5MAPghuAzURSGBQGGrkECEUGQ9mADwQxAALgoJBApbhQQihCLrwQSAH4IAcFFIIFDYKiQQIRRZDyYA/BAEgItCAoHCViGBCKHIejAB4IcgAFwUEggUtgoJRAhF1oMJAD8EAeCikECgsFVIIEIosh5MAPghCAAXhQQCha1CAhFCkfVgAsAPQQC4KCQQKGwVEogQiqwHEwB+CALARSGBQGGrkECEUGQ9mADwQxAALgoJBApbhQQihCLrwQSAH4IAcFFIIFDYKiQQIRRZDyYA/BAEgItCAoHCViGBCKHIejAB4IcgAFwUEggUtgoJRAhF1oMJABfEJ53yUqw6jN1QSCBQ2CokECEUWQ8mAFwQBICfQgKBwlYhgQihyHowAeCCIAD8FBIIFLYKCUQIRdaDCQAXBAHgp5BAoLBVSCBCKLIeTAAEQKCwVEggUNgqJBAhFFkPJgACIFBYKiQQKGwVEogQiqwHEwABECgsFRIIFLYKCUQIRdaDCYAACBSWCgkECluFBCKEIuvBBEAABApLhQQCha1CAhFCkfVgAiAAAoWlQgKBwlYhgQihyHowARAAgcJSIYFAYauQQIRQZD3YNQAoiqIov2IPIAAChaVCAoHCViGBCKHIejABEACBwlIhgUBhq5BAhFBkPZgACIBAYamQQKCwVf1E5iIAACAASURBVEggQiiyHkwABECgsFRIIFDYKiQQIRRZDyYAAiBQWCokEChsFRKIEIqsBxMAARAoLBUSCBS2CglECEXWgwmAAAgUlgoJBApbhQQihCLrwQRAAAQKS4UEAoWtQgIRQpH1YAIgAAKFpUICgcJWIYEIoch6MAEQAIHCUiGBQGGrkECEUGQ9mAAIgEBhqZBAoLBVSCBCKLIeTAAEQKCwVEggUNgqJBAhFFkPJgACIFBYKiQQKGwVEogQiqwHEwABECgsFRIIFLYKCUQIRdaDCYAACBSWCgkECluFBCKEIuvBBEAABApLhQQCha1CAhFCkfVgAiAAAoWlQgKBwlYhgQihyHowARAAgcJSIYFAYauQQIRQZD2YAAiAQGGpkECgsFVIIEIosh5MAARAoLBUSCBQ2CokECEUWQ8mAAIgUFgqJBAobBUSiBCKrAcTAAEQKCwVEggUtgoJRAhF1oMJgAAIFJYKCQQKW4UEIoQi68EEQAAECkuFBAKFrUICEUKR9WACIAAChaVCAoHCViGBCKHIejABEACBwlIhgUBhq5BAhFBkPZgACIBAYamQQKCwVUggQiiyHkwABECgsFRIIFDYKiQQIRRZDyYAAiBQWCokEChsFRKIEIqsBxMAARAoLBUSCBS2CglECEXWgwmAAAgUlgoJBApbhQQihCLrwQRAAAQKS4UEAoWtQgIRQpH1YAIgAAKFpUICgcJWIYEIoch6MAEQAIHCUiGBQGGrkECEUGQ9mAAIgEBhqZBAoLBVSCBCKLIevH8B8ElaiwcxDmLVYaCwU0ggUNgqJBAhFFkPJgBcEKsOA4WdQgKBwlYhgQihyHowAeCCWHUYKOwUEggUtgoJRAhF1oMJABfEqsNAYaeQQKCwVUggQiiyHrx/AVDUUr1/bMQqw0Bhp5BAoLBVSCBCKLIeTAC4IVYZBgo7hQQCha1CAhFCkfVgAsANscowUNgpJBAobBUSiBCKrAcTAG6IVYaBwk4hgUBhq5BAhFBkPZgAcEOsMgwUdgoJBApbhQQihCLrwQSAG2KVYaCwU0ggUNgqJBAhFFkPJgDcEKsMA4WdQgKBwlYhgQihyHowAeCGWGUYKOwUEggUtgoJRAhF1oMJADfEKsNAYaeQQKCwVUggQiiyHkwAuCFWGQYKO4UEAoWtQgIRQpH1YALADbHKMFDYKSQQKGwVEogQiqwHEwBuiFWGgcJOIYFAYauQQIRQZD2YAHBDrDIMFHYKCQQKW4UEIoQi68EEgBtilWGgsFNIIFDYKiQQIRRZDyYA3BCrDAOFnUICgcJWIYEIoch6MAHghlhlGCjsFBIIFLYKCUQIRdaD9zIAlvwymHERKw0DhZ1CAoHCViGBCKHIejAB4IVYaRgo7BQSCBS2CglECEXWg/cxAJb+PsgxEasNA4WdQgKBwlYhgQihyHqwXQCc//qFpw8ODr7z4sfta58Vr9T11Y/zt2wyHUvNCQIAhSYCha1CAhFCMVYA/Lnp9dd/0Lx4eqAYABwC2muFBAKFrUICEUIxUgC8m7b6Z+tXjwmAvflghVFIIFDYKiQQIRTjBECxqf/4S3+9uDj/sNgTeLl6+Vb741BtMh1LzYlZg+Ay0D1WSCBQ2CokECEUowTA+evtBv695w4OHnuv/PH+cwfXf0IAbDwIFJYKCQQKW4UEIoRilAD47Omk0582uwCTl6soIAA2GwYKO4UEAoWtQgIRQjFKAJymR/iL3YHv1S8/Me9tm0zHUnOCAEChiUBhq5BAhFCMEgCdagPguP6BANhwGCjsFBIIFLYKCUQIxTYDYME5YAJg6WGgsFNIIFDYKiQQIRTjB0Bx91fZ9+8/d/DYe/femPz3+jO/JQA2GQYKO4UEAoWtQgIRQjF+ABzXVwFNkuDG9+u7AJ7p3QVAACw/DBR2CgkECluFBCKEYvQAKHYApqd+O/cBp/eBfakq83EvW0UAuI2coihKo8wD4H57G0BxH/D1Z4u7wz56/iC9IIgAoCiK8i/rACjOANdnfm9NoqA69n9+62DghPAmezJL7QtxCAiFJgKFrUICEUIxbgCU/X/o0s/0XmECYOVhoLBTSCBQ2CokECEUowbA/edn9P/k1DABsMYwUNgpJBAobBUSiBAKqwAot/XLavt6+fj/Gbd+dZ4WQQCsOAwUdgoJBApbhQQihGLEAPhwTv8ffDDcJtOx1JwgAFBoIlDYKiQQIRTjBUB50c/MO3/ZA9hkGCjsFBIIFLYKCUQIhVUA9Kr4SpjHBm/4LeuUcwAbDAOFnUICgcJWIYEIoRgrAN7tfedXd5v/WOUqoE/SWjyIcRCrDgOFnUICgcJWIYEIoRgpAIrjP090G3xxS1hzRqA4P9w7PbDJdCw1JwgAFJoIFLYKCUQIxTgBcNrv/+WNYPXNX8X1of3vhtlkOpaaEwQACk0ECluFBCKEYpQAKDb2+9/5Xrx68Gzvi4IJgNWHgcJOIYFAYauQQIRQjBIAxwdZTdPg9OnkpYHrQzeZjqXmBB8sFJoIFLYKCUQIxRgB0F4Smj3687Pn6xeuvzTwvk2mY6k5wQcLhSYCha1CAhFCMUYAlMd6hp/9/NELxV7Ad98c+DYAAgCFh0ICgcJWIYEIoRgjANatTaZjqTnBBwuFJgKFrUICEUKR9WACIAAChaVCAoHCViGBCKHIejABEACBwlIhgUBhq5BAhFBkPZgACIBAYamQQKCwVUggQiiyHkwABECgsFRIIFDYKiQQIRRZDyYAAiBQWCokEChsFRKIEIqsBxMAARAoLBUSCBS2CglECEXWgwmAAAgUlgoJBApbhQQihCLrwQRAAAQKS4UEAoWtQgIRQpH1YAIgAAKFpUICgcJWIYEIoch6MAEQAIHCUiGBQGGrkECEUGQ9mAAIgEBhqZBAoLBVSCBCKLIeTAAEQKCwVEggUNgqJBAhFFkPJgACIFBYKiQQKGwVEogQiqwHEwABECgsFRIIFLYKCUQIRdaDCYAACBSWCgkECluFBCKEIuvBBEAABApLhQQCha1CAhFCkfVgAiAAAoWlQgKBwlYhgQihyHowARAAgcJSIYFAYauQQIRQZD2YAAiAQGGpkECgsFVIIEIosh5MAARAoLBUSCBQ2CokECEUWQ8mAAIgUFgqJBAobBUSiBCKrAcTAAEQKCwVEggUtgoJRAhF1oMJgAAIFJYKCQQKW4UEIoQi68EEQAAECkuFBAKFrUICEUKR9WACIAAChaVCAoHCViGBCKHIejABEACBwlIhgUBhq5BAhFBkPZgACIBAYamQQKCwVUggQiiyHkwABECgsFRIIFDYKiQQIRRZDyYAAiBQWCokEChsFRKIEIqsBxMAARAoLBUSCBS2CglECEXWgwmAAAgUlgoJBApbhQQihCLrwQRAAAQKS4UEAoWtQgIRQpH1YAIgAAKFpUICgcJWIYEIoch6MAEQAIHCUiGBQGGrkECEUGQ9mAAIgEBhqZBAoLBVSCBCKLIeTAAEQKCwVEggUNgqJBAhFFkPJgACIFBYKiQQKGwVEogQiqwHEwABECgsFRIIFLYKCUQIRdaDCYAACBSWCgkECluFBCKEIuvBBEAABApLhQQCha1CAhFCkfVgAiAAAoWlQgKBwlYhgQihyHowARAAgcJSIYFAYauQQIRQZD2YAAiAQGGpkECgsFVIIEIosh5MAARAoLBUSCBQ2CokECEUWQ8mAAIgUFgqJBAobBUSiBCKrAcTAAEQKCwVEggUtgoJRAhF1oMJgAAIFJYKCQQKW4UEIoQi68EEQAAECkuFBAKFrUICEUKR9WACIAAChaVCAoHCViGBCKHIejABEACBwlIhgUBhq5BAhFBkPZgACIBAYamQQKCwVUggQiiyHkwABECgsFRIIFDYKiQQIRRZDyYAAiBQWCokEChsFRKIEIqsBxMAARAoLBUSCBS2CglECEXWg10DgKIoivIr9gACIFBYKiQQKGwVEogQiqwHEwABECgsFRIIFLYKCUQIRdaDCYAACBSWCgkECluFBCKEIuvBO30O4Etf8hZciCBQtCWBQJGUhEICsX0FATB2SSBQtCWBQJGUhEICQQCYlsQylUCgaEsCgSIpCYUEggAwLYllKoFA0ZYEAkVSEgoJBAFgWhLLVAKBoi0JBIqkJBQSCALAtCSWqQQCRVsSCBRJSSgkEASAaUksUwkEirYkECiSklBIIAgA05JYphIIFG1JIFAkJaGQQBAAFEVR1JaKAKAoitrTIgAoiqL2tAgAiqKoPS0CgKIoak+LAKAoitrTIgAoiqL2tAgAiqKoPS0CgKIoak+LAKAoitrTIgAoiqL2tHY7AE4PHnvPcfTnv37h6YODg++8+LEj4uLiL29MFNef+Y0roqrTg4Mn3Eb+WbE06vqq40KZLpHvvuk1/tODrK7/xIvyf7/6tv8qcm+6PPzWkLxRnW9trux0AExWeM8A+HPTb67/wE9x/katuPFbP0VV95/zDIBO3/MLgHvPext0AuDdRvCSk2CyhjQIrzUkb1QfPr21ubLLAXB/sqI5BsC76Rr2rJfi/vMtwm87r65bB54BcCwRAOl+iNPHUyYAbiWG7/kQLs5f954PeaNKF8/LI497hwOg3NDyC4BiKT7+0l8nH7Ayz8dekLOqWMWemWzYnP/Sdat3WuUn2y8AbvkthraKnaCDZyefi3uvu86Mpk79Pp3FqK+/Wa0iniF0/aWPpwiPfpE3qmILoQT9agug3Q2A6YaWWwAU2xV1v733nBukmAvVppXjip5gHHvepPX67wMV/aZW3FLYKUs+IduuYh2p1ot7bscGi9Xihiei16gmH4vHftv8amTQrgZAfVzPLQAmy65duf16761ks/+W8wZnta/tZnA+JdQgmo9CsTPgdeCjrnRDZduVzotjr3U1TeHT7Sdyv1Glc+V09LmyowFQnn+98Z+OAXCarlfFWuaypndGfOx8DKhYx//VMQBcr0Cqq7MQvCP5wrHxXnTbW2eDaYvVCeHtr6cDjSpdIuODdjMApsdZPx4/P5cstwDolHMAlFs2ni3vWGAhFJ8E//MQbTkeANIIgHR7e/uryFCj6qwio68vOxsAN97cxg7UkiURAM6IYvRPuG7zKpwD1jgP0ZTnAaBtH+yYaUgWyLYVA42qu5qejr18djQA/qW8x0YmALqbGU517HvKcbpx5RgAk5Xtsfemt/w843ZHxPQ8RHmfj+eNR3U5Xxhwq1lB3W4Q6Z4Y2noA9BtVMSfaRTI6aDcDoCqZAPA80FrVR887Xmp90ZxfcwyAyap+4/v15dXP+N2C9dWPm/t8vC/Lne6V+VWxYXSjvgzUZw3p7gE4bSTNPhY2+pExAmALtYWruebX9M4Sx5stm3NtjgHQvfvJqfcW+0G/bBU3fD+eDle9dKu9KdrrLtzuBrfThbkEwDglEgD3/W4DqGp6C+zjjg9cqS9HdQyAYiZcL+7AOi/3hnwY1ZJ4aTIv/vK89z6A9w7ARXU3XBnITkflOmdBPnO6Hy0LgKRZjH7OiAAYvcrL333PANz67r99/2m/raxkU9MxANr7ay7Ob3ktkuNk78NPUZX7rYHnyeNSvJ6XVcyEJ6YLpHxsCgGwOyURAGX/d78E6GL6hCmn2dFebC1w5XtRble/HB9kF3x4zo1bAnsgB8Wp8Ok+mc/zskrEjd/Uj2wRCwAOAW1SCgFw3/nka1JupyKSdisSAG6n5Y87nwbfiwPcb0ROZobj3lB5LX61F/JfPlfpcg5gnBIIgPJBHxr937Xr1eNVCQCv+46OO33OSzEt71PAnR0gx72h5kz0jZ84PS2EABin/APgQ6X+79Vv0rsgVALA64asbtP1DQDvZdG9O8ZzZf3oheJY1Jsfez0uivsAxin3ACgvPHG/A6wpp67XeQz/tNznieOTB1QCwP0I0JaPdi9TTk9Lye8E3uKzKQiAEau4xuEx/6/hasppHVMMAK+PRnf7zrXpeR8BUgrDum75ZCLPAhqnnAPgXe/rvL2fdFKVRgD0bvl0WTTdy49cH8/n/XBYkUNAaYt1PDDYeRpos1zG30sjAEar4/YCY7fqPGLF98lf0/I77txZl/wegpmeBfY9CON9CqB/EtjrwtymSXhlYqdRZY/IGzmRCIARR+7e/6f9pnoChPt9R0X53ghWT77jt0WXt4VPDwueu34jmPspgO41sd3rY7dYybbAh14rSLdRtR8LvhFss/IMgGL98t7crhgHz/zG9/kHSfk+DXT6Zby+X9Jcfg9u8VAO58fzCTyhtrkHy/WxGLeqj8W9N9xWkG6jKh9I8WL1ncBjbyEQACNV78C308f7s6f9DUl5Hnc4TWeFX+c91lggCidd7z2XzAuvB+MlN4J5LY+sUaWPLRw7owmAcer89YOsvNb19oGLXk9bScv1wPNn7axwfDDqRfM06INnHQPZ+xK5ssqt7ml5PaA7XUO8lke+LJpPyPifUwJgnEo3K7w39v5SfAnKwXccnwXalvOZx49eKGZFccuPZ52XNx49Xhx38CuJACgi4NvFvPD7ip6ipsvDz9BbFuU3Bm3l8b07HQAURVHU7CIAKIqi9rQIAIqiqD0tAoCiKGpPiwCgKIra0yIAKIqi9rQIAIqiqD0tAoCiKGpPiwCgKIra0yIAKIqi9rQIAIqiqD0tAoCiKGpPiwDYxTq7/Q9fvnTp0uWHn/qT6WBfmQz05qzffv61Ob9c+c9W/NPhuvv2Q1cn5Ae+8prpfMiqYDb1wMM/Wnlc1XSuMLmTJXGlO966vjjilJ797OvV7FzwhyeXLn3hF+uM4X/fKf85nEwdtZUiAHavzt662jaEa+/YDfjTYrgzV025ALjzZDsbLttGYad6jfiRFce1egAcFQ12ywFw59Vkdn5r7p+uGQB3Xr384/KHyQdto+Cnli4CYOfq06udjnD5m2ZDPiyH9+MZv1ULgJPufHhwrU3SZarfiB9cLXVXDoDJIn50aLxjBsD73dk5N+TWC4DJVNUfrqM19yCoVYsA2LUq+97laz+f/Hj3drkN/IjRkCcN5wt/f6loPbN+rbTdVubgtZ8Xferu218eszWmE372wdvFeNdqX0vPwLNXuhOTdM7R6qgMttf+MPnx92/N3RO8MAiAyazgINBWigDYsSr7Xrt5Vm63zWrZK9Zktb5yNLuRigXAYbqzcvaW3WzoVTbh5ZmSddrX0jPwJPu7LQTASee4TzmJc2bnxgFQ5I3QZ2mHiwDYrSpXzfQA7Z2vzTlqs/KgHy3yZcaaqRUAA115rF2AfMLnnytffjizajL8bnsdPwA+zz5Fxf/ntPjNA2AygjFPZ1N1EQC7VUe9TbOiZZusS9P183Dm1q1WAORN8cQqB/vVm/A1Z/myM/BkYBGPHABHeaSdzN0F2DwAis+Zzodph4sA2Kka2tCtjoUka1S69h6WP56Ub7tdXOX3wCN/GB729OhPr5Ge3f76ZHAPv9b2r3L3/ez94rj7w8WpiIs7rxbDra7DadvcnVeLP3ngqXZ82StpR5z+6qH2jxeQ86bY6a4fFKDLnXf1hl9MxdlPJ0N5+J3kPeW5laz6jbtz+GnojV3AwEng2WMrlnHW7ocCIJuezZZ+Iet+rIoPWnOgcWjZTALgg3KATy05l5tLtm7W08RZgC0UAbBTVWx75htm1Wsn7ab7YXuQuuomRQv4Y70KDl83VB4BmvaCdAyf1u965I9pADSXYE7+9n+q60emTapuc+Vh+c4VJb1X0qzoXX6ygDw0J6q603/XwPCLqWgve2ovKe1v2vcDIBn50BtzQC8A5o2tGHj2aj8AetOz2dIf2N6/2/Tw4WXzhf+ul2Z76mDuXP5y/aubKY0auQiAnaqjgQMd1V7BpEtUu+XlMerq56qbTNbYB5LL/IZ2vutN/8NOV0qutfybJAD+ub1C8eZR82P5vrrNHbajq/pR75WmI3aubK3GvoBcTuTfDR2H+bT/rqHhT9j/2FDSP+gd3OgHQPHKld6Q6zf2AHkAzB1btdWeTVF3qfenZ7OlP/Sxmj2u6WelaejNW+fP5Wbp35w1mdQIRQDsVB3O6BiTF9tNqnJFrH4+mnaqk3LVK3b/77xyafgAdt34T9IWUV6KXr7t1XblLTv+5W/96eLsp5fK1lLcjPa7J6tfV22uPE5eHOH44MkK03+l7ojlWIqjSWflda3T1rqIPP39td49wGUDLN52+2o9swaHX07FZEP1zjvJZN59e+Dwfj8AmiNxQ2/sA7IAmD+24u1Zix463JVNz0ZLvxjlrGP6c5ZNsdiTAS6cy93JOBn3rmZqWgTALtXwtS7V9ttRvUk1XT0frd9ws36p2lU/HNzca7pc8Zbm6OxR+7b3OwFQDeGwGVOzVVwNqL2etP5F/5V6nMmZ7fYKm4Xkes/j8lf+I50l7eGM5kDN4PCPLrXTedTdjM3678DJ2zoth97YB2QBMH9s7bZ8+lJn8oemZ5OlP+8SqmWWzdS7cC53J2NgOin7IgB2qdpDD2lV2+zNsePDS5d/2B5kKdeyk2Q97GziN3XUbAQm/alzQuAwXamrV9PrYQ47Xf2w016Lv+m/kjTGZqqa/ywm324fBXG5eSJGml/JaPrDTy586Uxm/06I4QAo5tbQG2cAbnb+mTO2gS3jLAAGp2eTpT/8sZo9rnyAze7c3LmcTYbWRWU7WwTALtXcAKiPAhT3kf7uarPqX0n+pBlIb81L2lZyhrNzSVCztTojIbrd7qj3QJn+K9Wfdi88qpNoIXlS5QVKVV3LL0JqOs7w8NvE617VOBlAtok8OwCG3jgA6AbAgrEd9RdxFgCD07PJ0p8TAMsvm4VzOZuM6qIDatwiAHap5gZAfSlgcYFd3VfqqwPTtXOwmybHIpIjwp3t0+bgdPJqOqxuAJRHCS5/I7nOsf9K72hRJSmpC8nTuvN2HQJfeCd9e1LDw09eHZ7MnJlWFQBDbxwAdANgwdgGbsTIBjk8PRss/c5Rv27NXDZNW08ObM2fy/lkcBZ4G0UA7FINr6n1FvlJc8rvZtVXmlODQ2tsp9Jrf9rtu24zOlwlAJprfh5sTtP2XukfLbrobFHOJ7c1fRZQcw47P7Q8PPyjzsGrbnUb0+xzAENvHAB0A2D+2IY2jPudc3h+rbv055wDWH7ZLJzL8yeDGqcIgJ2qw6E19ai92KT497BYzaYHEpoDw4tawOf5gyebCzevdMazQgAkV/1Xt1r1XhkMgOTM5bIBcFFdWf/oxeAh9OHhbxIAdcecEQAzLiMaJwDq6Vlt6ZenacuavmnWCdnll83CuUwAeBQBsFM15z6Ai2rlnz5KctqG0ktD5nbTk7wpTceySQBUVzlOq/qb7BXDAGhuZt1KANSH4pQCYLWl3w2AgY/V2c9+PntcBECYIgB2qubcCXxRPURmeo99eRi4vTh8UTftNaXpEDc5BFTW3Z99PcmT/JUNDgH1j7QfDZyXbdwLDwHNa0X9sSdnXXpvXOYQ0JyxrX0IaLWl3w2AgY9V8dK3OAQUvgiAnao5zwK6KNe6L/7ppFnBb37ePHJxQQBkl6M3p4E3OAnc1gf10ZneK4tOAs8PgH5TrnrZZieB+9Uf++HQ/MmG3x/A4OT2at2TwOsv/cGPVXtzCSeBIxcBsFvVf2pLcil+uc132Kx5V9oHxCxoAUfZVmt99XZnlW3et0wApL+Ynrruv7LwMtA55P7p8KH8mTbTmRco1lOx4EmivbEXs7y+vrL3xgFA7zLQeWNb8zLQDZb+xcDTQOuDXMsvm4VzmctAPYoA2K2a/30AxVN6Xmmuhvnivzdr9YrdtA6V3l3BSwdA551lG+y/kjbG5jf1sfwlMqszH+p+ko5m7vCzqej8wfzLQItRtA++y984A3BzNqe3J7PqjWDtc3fWWfr1q+kozurdyuWXzcK5zI1gHkUA7FjN/UawyS8fuNo+aG34VqfZh7Tbqtf/5Kbf8rFwyx8C6j/voP9KcvRg8HED87pWOX3tw+DappzsIyVHagYfUtC0psM2TQaOhmRjT78RbOiNfUA3ABaMbc1HQVysvfTrP0kf69lO4vLLZuFc5lEQDkUA7FpNH/b11O8vBr4TeHpq72b7Y71JNr8F9K8CrJtYOZTiMQt332qu3VkuAMptyuK58GfvX23bYP+VeuNx6IFj8y9cKufDPxXXqpyVT9evuk/zLLY7zfcaDg4/bU3lH1xr/mAga+qX7k5HlU5//sY+IAuA+WNb72FwzYhXX/rN0qsf7t+ZxOWXzVJzuY1sHga3lSIAdq7ah8lPL6f5ZvK7o/aKm6NLSXOZ2wI6O+/tS82DLKtqjiksdxK4c2Vpvd3YfaV594xHDs/vWifpm9qtz5ScPt0iH37npGXnD/Ij0+kAp/XgL+a9sQfIAmD+2NZ7HHQ9Sasv/fTNQ0NdftksmsvVfGn3jjgFMH4RALtXZ28na1rzFLSyTjorabuWzm0BvTOAF8mT35rrBR/8xYqXgb7fKOvulb/SvvtOc1Vi50tH5net5PtHituL29efzIc1NPzuVSvtezqB2ow9rctPJVuuQ2/MAXkAzB3bcl8I05+eizWXfjuWZMMiZS2/bBbN5WnGXKnfxhfCbKEIgJ2s2+VX711++EcDtxxdaX9Mn+4wswUMPgggubbog/oLH1e9D+CsvOT/8sPtI/uzV9J3f1B9mWB6iGBh15oMr3wIxEPf6H63YvllhZc72dgbfn415u1/uNr9g6Y6AfDQtdeyXw+9sQvoBcC8sQ18V9bQV0L2pudivaWf1p0fPlSoHvhKNonLL5sFc7n8GtFr9d3J3AWwhSIAKCpWnezDwRG+FH47RQBQVKya7ALs/PUx/eNc1ChFAFBUsNqDXYAjdgC2UwQARQWr3d8F+PxrnAHYThEAFBWtPr2647sAR1wCtKUiACgqXB3t9i7AzgecThEAFBWuzl7Z6UMkhzs9dVJFAFAURe1pEQAURVF7cIavsQAAAFhJREFUWgQARVHUnhYBQFEUtadFAFAURe1pEQAURVF7WgQARVHUnhYBQFEUtadFAFAURe1pEQAURVF7WgQARVHUnhYBQFEUtadFAFAURe1pEQAURVF7Wv8PcsiUKNXNvrcAAAAASUVORK5CYII=" width="768" /></p>
<p>Differences:</p>
<pre class="r"><code>&gt; #Bottom decile difference in peer means (across diff town sizes)
&gt; fe_stage_1_school[fe_stage_1_school$decile==1 &amp; fe_stage_1_school$n_hs_towns==1,]$fe-fe_stage_1_school[fe_stage_1_school$decile==1 &amp; fe_stage_1_school$n_hs_towns==&#39;16+&#39;,]$fe</code></pre>
<pre><code>[1] 26.74212</code></pre>
<pre class="r"><code>&gt; #Top decile difference in peer means (across diff town sizes)
&gt; fe_stage_1_school[fe_stage_1_school$decile==10 &amp; fe_stage_1_school$n_hs_towns==1,]$fe-fe_stage_1_school[fe_stage_1_school$decile==10 &amp; fe_stage_1_school$n_hs_towns==&#39;16+&#39;,]$fe</code></pre>
<pre><code>[1] -21.72946</code></pre>
<p>School 2nd Stage Graph</p>
<pre class="r"><code>&gt; name&lt;-&quot;fit_school_mean&quot;
&gt; fe_stage_2_school&lt;-fe_stage_1_school
&gt; 
&gt; fe_stage_2_school$se_b&lt;-summary(model_school)$se[name]
&gt; fe_stage_2_school$se_mu&lt;-fe_stage_2_school$se
&gt; fe_stage_2_school$b&lt;-summary(model_school)$coefficients[name]
&gt; fe_stage_2_school$mu&lt;-fe_stage_2_school$fe
&gt; 
&gt; names&lt;-c(&quot;n_hs_town_group2&quot;,&quot;n_hs_town_group3&quot;,&quot;n_hs_town_group4-15&quot;,&quot;n_hs_town_group16+&quot;)
&gt; town_size_fe&lt;-data.frame(n_hs_towns=factor(c(1,2,3,&#39;4-15&#39;,&#39;16+&#39;),levels=c(1,2,3,&#39;4-15&#39;,&#39;16+&#39;)),
+                           n_town=c(0,summary(model_school)$coefficients[names]),
+                          se_town=c(0,summary(model_school)$se[names]),
+                          covb=c(0,vcov(model_school)[names,&quot;fit_school_mean&quot;]))
&gt; 
&gt; fe_stage_2_school&lt;-fe_stage_2_school %&gt;% left_join(town_size_fe)
&gt; fe_stage_2_school&lt;-fe_stage_2_school %&gt;% mutate(se_mub=sqrt(se_b^2*mu^2+se_mu^2*b^2+se_b^2*mu^2))
&gt; fe_stage_2_school&lt;-fe_stage_2_school %&gt;% mutate(fe=b*mu+n_town)</code></pre>
<p>Differences:</p>
<pre class="r"><code>&gt; #Difference at graduation between 1st decile students
&gt; fe_stage_2_school[fe_stage_2_school$decile==1 &amp; fe_stage_2_school$n_hs_towns==1,]$fe-
+   fe_stage_2_school[fe_stage_2_school$decile==1 &amp; fe_stage_2_school$n_hs_towns==&#39;16+&#39;,]$fe</code></pre>
<pre><code>[1] 7.201839</code></pre>
<pre class="r"><code>&gt; #Difference at graduation between 10th decile students
&gt; fe_stage_2_school[fe_stage_2_school$decile==10 &amp; fe_stage_2_school$n_hs_towns==1,]$fe-
+   fe_stage_2_school[fe_stage_2_school$decile==10 &amp; fe_stage_2_school$n_hs_towns==&#39;16+&#39;,]$fe</code></pre>
<pre><code>[1] -1.385368</code></pre>
<pre class="r"><code>&gt; #Difference at graduation between top and bottom decile students in large towns
&gt; fe_stage_2_school[fe_stage_2_school$decile==10 &amp; fe_stage_1_school$n_hs_towns==&#39;16+&#39;,]$fe-
+   fe_stage_2_school[fe_stage_2_school$decile==1 &amp; fe_stage_2_school$n_hs_towns==&#39;16+&#39;,]$fe</code></pre>
<pre><code>[1] 7.897103</code></pre>
<pre class="r"><code>&gt; #Difference at graduation between top and bottom decile students in small towns
&gt; fe_stage_2_school[fe_stage_2_school$decile==10 &amp; fe_stage_1_school$n_hs_towns==2,]$fe-
+   fe_stage_2_school[fe_stage_2_school$decile==1 &amp; fe_stage_2_school$n_hs_towns==2,]$fe</code></pre>
<pre><code>[1] 2.24656</code></pre>
</div>
<div id="latex-2nd" class="section level3">
<h3>Latex 2nd</h3>
<pre class="r"><code>&gt; f_big&lt;-function(x) format(x, big.mark=&quot;,&quot;, scientific=FALSE, nsmall=1,digits=1)
&gt; f &lt;- function(x) format(round(x/1000000,1) , nsmall = 1)
&gt; options(modelsummary_format_numeric_latex = &quot;plain&quot;)
&gt; 
&gt; #print stage 2 table
&gt; setwd(paste0(wd_code,&quot;/06_figures_03_04_table_04_IV&quot;))
&gt; fileConn&lt;-file(&quot;06_table_04.txt&quot;)
&gt; writeLines(print(
+   modelsummary(list(model_school_ols,model_school,model_track_ols,model_track,model_tide2),
+                             statistic = &quot;std.error&quot;,
+              estimate=&quot;{estimate}{stars}&quot;,
+               stars=c(&#39;^{*}&#39;=0.1,&#39;^{**}&#39;=0.05,&#39;^{***}&#39;=0.01),
+                gof_map=list(list(&quot;raw&quot; = &quot;nobs&quot;, &quot;clean&quot; = &quot;N&quot;, &quot;fmt&quot; = f),
+                           list(&quot;raw&quot; = &quot;r.squared&quot;, &quot;clean&quot; = &quot;R$^2$&quot;,fmt=&quot;%.2f&quot;)),
+               metrics=&quot;R2&quot;,
+               output=&quot;latex&quot;,
+              fmt=2,
+                 escape=F)
+ ), fileConn)</code></pre>
<pre><code>\begin{table}
\centering
\begin{tabular}[t]{lccccc}
\toprule
  &amp; (1) &amp; (2) &amp; (3) &amp; (4) &amp; (5)\\
\midrule
entrance_perc &amp; 0.54^{***} &amp; 0.53^{***} &amp; 0.51^{***} &amp; 0.45^{***} &amp; 0.56^{***}\\
 &amp; (0.02) &amp; (0.03) &amp; (0.02) &amp; (0.02) &amp; (0.02)\\
school_mean &amp; 0.14^{***} &amp;  &amp;  &amp;  &amp; \\
 &amp; (0.02) &amp;  &amp;  &amp;  &amp; \\
dec_town1 &amp; -3.18 &amp; -3.49 &amp; -2.62 &amp; -3.61^{*} &amp; -1.88\\
 &amp; (3.07) &amp; (3.09) &amp; (2.21) &amp; (2.08) &amp; (1.98)\\
dec_town2 &amp; -3.96 &amp; -4.16^{*} &amp; -3.34^{*} &amp; -3.76^{**} &amp; -2.65\\
 &amp; (2.41) &amp; (2.41) &amp; (1.73) &amp; (1.65) &amp; (1.63)\\
dec_town3 &amp; -3.13^{*} &amp; -3.27^{*} &amp; -2.68^{**} &amp; -2.91^{**} &amp; -1.77\\
 &amp; (1.76) &amp; (1.74) &amp; (1.34) &amp; (1.27) &amp; (1.34)\\
dec_town4 &amp; -2.50^{*} &amp; -2.57^{*} &amp; -2.27^{**} &amp; -2.42^{***} &amp; -1.34\\
 &amp; (1.40) &amp; (1.39) &amp; (0.97) &amp; (0.90) &amp; (1.06)\\
dec_town5 &amp; -1.47 &amp; -1.51 &amp; -1.38^{**} &amp; -1.46^{**} &amp; -0.70\\
 &amp; (0.92) &amp; (0.94) &amp; (0.70) &amp; (0.68) &amp; (0.71)\\
dec_town7 &amp; 1.74^{***} &amp; 1.75^{***} &amp; 1.57^{***} &amp; 1.56^{***} &amp; 1.49^{**}\\
 &amp; (0.52) &amp; (0.50) &amp; (0.52) &amp; (0.49) &amp; (0.59)\\
dec_town8 &amp; 3.35^{***} &amp; 3.42^{***} &amp; 3.10^{***} &amp; 3.27^{***} &amp; 3.02^{***}\\
 &amp; (0.81) &amp; (0.82) &amp; (0.70) &amp; (0.75) &amp; (0.74)\\
dec_town9 &amp; 6.34^{***} &amp; 6.48^{***} &amp; 6.22^{***} &amp; 6.73^{***} &amp; 5.22^{***}\\
 &amp; (1.15) &amp; (1.19) &amp; (0.95) &amp; (1.03) &amp; (1.01)\\
dec_town10 &amp; 12.57^{***} &amp; 12.83^{***} &amp; 12.72^{***} &amp; 13.80^{***} &amp; 11.30^{***}\\
 &amp; (1.64) &amp; (1.71) &amp; (1.26) &amp; (1.33) &amp; (1.32)\\
n_hs_town_group2 &amp; -0.55 &amp; -0.56 &amp; -0.58 &amp; -0.41 &amp; -0.52\\
 &amp; (0.82) &amp; (0.82) &amp; (0.75) &amp; (0.70) &amp; (0.84)\\
n_hs_town_group3 &amp; -2.74^{*} &amp; -2.73^{*} &amp; -2.70^{**} &amp; -2.23^{*} &amp; -3.20^{**}\\
 &amp; (1.39) &amp; (1.39) &amp; (1.33) &amp; (1.22) &amp; (1.39)\\
n_hs_town_group4-15 &amp; -1.41 &amp; -1.39 &amp; -1.37 &amp; -0.96 &amp; -1.39\\
 &amp; (1.55) &amp; (1.54) &amp; (1.50) &amp; (1.39) &amp; (1.56)\\
n_hs_town_group16+ &amp; -2.51 &amp; -2.46 &amp; -2.48 &amp; -2.64 &amp; -2.17\\
 &amp; (1.94) &amp; (1.92) &amp; (1.93) &amp; (1.93) &amp; (2.08)\\
n_students_town_yr &amp; 0.00^{***} &amp; 0.00^{***} &amp; 0.00^{***} &amp; 0.00 &amp; 0.00^{***}\\
 &amp; (0.00) &amp; (0.00) &amp; (0.00) &amp; (0.01) &amp; (0.00)\\
Unemployment_hs_bac &amp; 7.46^{***} &amp; 7.65^{***} &amp; 6.44^{***} &amp; 3.96^{***} &amp; 7.03^{***}\\
 &amp; (0.72) &amp; (0.69) &amp; (0.71) &amp; (0.28) &amp; (0.54)\\
Wages_hs_bac &amp; 56.39 &amp; 58.17 &amp; 50.02 &amp; 35.98 &amp; 58.12\\
 &amp; (24988.66) &amp; (25095.23) &amp; (28619.55) &amp; (4950211.12) &amp; (27914.88)\\
drop_hs_hs_bac &amp; 88.12 &amp; 90.41 &amp; 77.45 &amp; 2.06 &amp; 103.60\\
 &amp; (30912.55) &amp; (31037.49) &amp; (41094.00) &amp; (6057191.61) &amp; (39302.63)\\
dec_town1 × n_students_town_yr &amp; 0.00 &amp; 0.00 &amp; 0.00 &amp; 0.00^{*} &amp; 0.00^{***}\\
 &amp; (0.00) &amp; (0.00) &amp; (0.00) &amp; (0.00) &amp; \vphantom{8} (0.00)\\
dec_town2 × n_students_town_yr &amp; 0.00 &amp; 0.00 &amp; 0.00 &amp; 0.00^{*} &amp; 0.00^{**}\\
 &amp; (0.00) &amp; (0.00) &amp; (0.00) &amp; (0.00) &amp; \vphantom{7} (0.00)\\
dec_town3 × n_students_town_yr &amp; 0.00 &amp; 0.00 &amp; 0.00 &amp; 0.00 &amp; 0.00\\
 &amp; (0.00) &amp; (0.00) &amp; (0.00) &amp; (0.00) &amp; \vphantom{6} (0.00)\\
dec_town4 × n_students_town_yr &amp; 0.00 &amp; 0.00 &amp; 0.00 &amp; 0.00 &amp; 0.00\\
 &amp; (0.00) &amp; (0.00) &amp; (0.00) &amp; (0.00) &amp; \vphantom{5} (0.00)\\
dec_town5 × n_students_town_yr &amp; 0.00 &amp; 0.00 &amp; 0.00 &amp; 0.00 &amp; 0.00\\
 &amp; (0.00) &amp; (0.00) &amp; (0.00) &amp; (0.00) &amp; \vphantom{4} (0.00)\\
dec_town7 × n_students_town_yr &amp; 0.00^{***} &amp; 0.00^{***} &amp; 0.00^{***} &amp; 0.00^{***} &amp; 0.00^{*}\\
 &amp; (0.00) &amp; (0.00) &amp; (0.00) &amp; (0.00) &amp; \vphantom{3} (0.00)\\
dec_town8 × n_students_town_yr &amp; 0.00^{**} &amp; 0.00^{***} &amp; 0.00^{**} &amp; 0.00^{***} &amp; 0.00\\
 &amp; (0.00) &amp; (0.00) &amp; (0.00) &amp; (0.00) &amp; \vphantom{2} (0.00)\\
dec_town9 × n_students_town_yr &amp; 0.00^{**} &amp; 0.00^{***} &amp; 0.00^{***} &amp; 0.00^{***} &amp; 0.00\\
 &amp; (0.00) &amp; (0.00) &amp; (0.00) &amp; (0.00) &amp; \vphantom{1} (0.00)\\
dec_town10 × n_students_town_yr &amp; 0.00^{**} &amp; 0.00^{***} &amp; 0.00^{***} &amp; 0.00^{***} &amp; 0.00\\
 &amp; (0.00) &amp; (0.00) &amp; (0.00) &amp; (0.00) &amp; (0.00)\\
dec_town1 × Unemployment_hs_bac &amp; 0.45^{**} &amp; 0.38^{*} &amp; 0.53^{**} &amp; 0.35^{*} &amp; -0.20\\
 &amp; (0.21) &amp; (0.21) &amp; (0.21) &amp; (0.18) &amp; (0.21)\\
dec_town2 × Unemployment_hs_bac &amp; 0.44^{**} &amp; 0.37^{**} &amp; 0.55^{***} &amp; 0.40^{***} &amp; -0.06\\
 &amp; (0.17) &amp; (0.17) &amp; (0.16) &amp; (0.15) &amp; (0.17)\\
dec_town3 × Unemployment_hs_bac &amp; 0.35^{**} &amp; 0.29^{**} &amp; 0.45^{***} &amp; 0.36^{***} &amp; -0.02\\
 &amp; (0.14) &amp; (0.14) &amp; (0.14) &amp; (0.13) &amp; (0.15)\\
dec_town4 × Unemployment_hs_bac &amp; 0.15 &amp; 0.11 &amp; 0.24^{**} &amp; 0.18^{*} &amp; -0.14\\
 &amp; (0.12) &amp; (0.12) &amp; (0.11) &amp; (0.10) &amp; (0.11)\\
dec_town5 × Unemployment_hs_bac &amp; -0.01 &amp; -0.04 &amp; 0.05 &amp; 0.03 &amp; -0.07\\
 &amp; (0.10) &amp; (0.10) &amp; (0.09) &amp; (0.08) &amp; (0.09)\\
dec_town7 × Unemployment_hs_bac &amp; -0.05 &amp; -0.02 &amp; -0.10 &amp; -0.04 &amp; -0.09\\
 &amp; (0.07) &amp; (0.07) &amp; (0.07) &amp; (0.07) &amp; (0.08)\\
dec_town8 × Unemployment_hs_bac &amp; 0.07 &amp; 0.13 &amp; 0.00 &amp; 0.13 &amp; -0.06\\
 &amp; (0.09) &amp; (0.09) &amp; (0.08) &amp; (0.09) &amp; (0.09)\\
dec_town9 × Unemployment_hs_bac &amp; 0.10 &amp; 0.20 &amp; 0.02 &amp; 0.22^{*} &amp; -0.02\\
 &amp; (0.14) &amp; (0.14) &amp; (0.09) &amp; (0.12) &amp; (0.12)\\
dec_town10 × Unemployment_hs_bac &amp; 0.26 &amp; 0.37^{**} &amp; 0.18 &amp; 0.46^{***} &amp; 0.03\\
 &amp; (0.16) &amp; (0.16) &amp; (0.11) &amp; (0.15) &amp; (0.14)\\
dec_town1 × Wages_hs_bac &amp; -3.15 &amp; -3.15 &amp; -3.26 &amp; -3.53 &amp; -4.55^{*}\\
 &amp; (2.48) &amp; (2.41) &amp; (2.29) &amp; (2.33) &amp; (2.42)\\
dec_town2 × Wages_hs_bac &amp; -2.15 &amp; -2.12 &amp; -2.28 &amp; -2.34 &amp; -3.55^{*}\\
 &amp; (2.03) &amp; (1.96) &amp; (1.85) &amp; (1.77) &amp; (1.92)\\
dec_town3 × Wages_hs_bac &amp; -0.28 &amp; -0.25 &amp; -0.42 &amp; -0.44 &amp; -1.37\\
 &amp; (1.52) &amp; (1.47) &amp; (1.44) &amp; (1.36) &amp; (1.55)\\
dec_town4 × Wages_hs_bac &amp; 1.12 &amp; 1.13 &amp; 1.01 &amp; 0.91 &amp; 0.15\\
 &amp; (1.04) &amp; (1.01) &amp; (0.93) &amp; (0.85) &amp; (1.04)\\
dec_town5 × Wages_hs_bac &amp; 0.72 &amp; 0.70 &amp; 0.66 &amp; 0.55 &amp; 0.25\\
 &amp; (0.63) &amp; (0.62) &amp; (0.55) &amp; (0.54) &amp; (0.58)\\
dec_town7 × Wages_hs_bac &amp; 0.84^{*} &amp; 0.92^{*} &amp; 0.80^{*} &amp; 1.01^{**} &amp; 0.72\\
 &amp; (0.47) &amp; (0.46) &amp; (0.43) &amp; (0.42) &amp; (0.47)\\
dec_town8 × Wages_hs_bac &amp; 1.13 &amp; 1.34 &amp; 1.09 &amp; 1.65^{*} &amp; 0.74\\
 &amp; (0.87) &amp; (0.86) &amp; (0.82) &amp; (0.87) &amp; (0.83)\\
dec_town9 × Wages_hs_bac &amp; 1.86 &amp; 2.18^{*} &amp; 1.89^{**} &amp; 2.75^{***} &amp; 1.31\\
 &amp; (1.12) &amp; (1.11) &amp; (0.95) &amp; (1.01) &amp; (1.00)\\
dec_town10 × Wages_hs_bac &amp; 2.35 &amp; 2.75^{*} &amp; 2.37^{**} &amp; 3.45^{***} &amp; 1.59\\
 &amp; (1.44) &amp; (1.46) &amp; (1.08) &amp; (1.13) &amp; (1.19)\\
dec_town1 × drop_hs_hs_bac &amp; 0.99 &amp; 1.04 &amp; 0.90 &amp; 0.94 &amp; 1.06^{*}\\
 &amp; (0.86) &amp; (0.86) &amp; (0.63) &amp; (0.60) &amp; (0.61)\\
dec_town2 × drop_hs_hs_bac &amp; 0.81 &amp; 0.84 &amp; 0.73 &amp; 0.72 &amp; 0.82^{*}\\
 &amp; (0.64) &amp; (0.64) &amp; (0.47) &amp; (0.47) &amp; (0.46)\\
dec_town3 × drop_hs_hs_bac &amp; 0.62 &amp; 0.65 &amp; 0.56 &amp; 0.56 &amp; 0.56\\
 &amp; (0.50) &amp; (0.49) &amp; (0.38) &amp; (0.36) &amp; (0.38)\\
dec_town4 × drop_hs_hs_bac &amp; 0.53 &amp; 0.56 &amp; 0.51^{**} &amp; 0.51^{**} &amp; 0.50^{*}\\
 &amp; (0.35) &amp; (0.34) &amp; (0.26) &amp; (0.24) &amp; (0.28)\\
dec_town5 × drop_hs_hs_bac &amp; 0.30 &amp; 0.31 &amp; 0.29 &amp; 0.30^{*} &amp; 0.28\\
 &amp; (0.23) &amp; (0.23) &amp; (0.18) &amp; (0.18) &amp; (0.19)\\
dec_town7 × drop_hs_hs_bac &amp; -0.12 &amp; -0.11 &amp; -0.12 &amp; -0.09 &amp; -0.14\\
 &amp; (0.13) &amp; (0.12) &amp; (0.16) &amp; (0.15) &amp; (0.18)\\
dec_town8 × drop_hs_hs_bac &amp; -0.10 &amp; -0.09 &amp; -0.12 &amp; -0.08 &amp; -0.14\\
 &amp; (0.21) &amp; (0.21) &amp; (0.18) &amp; (0.20) &amp; (0.20)\\
dec_town9 × drop_hs_hs_bac &amp; -0.16 &amp; -0.15 &amp; -0.23 &amp; -0.21 &amp; -0.18\\
 &amp; (0.30) &amp; (0.30) &amp; (0.25) &amp; (0.27) &amp; (0.27)\\
dec_town10 × drop_hs_hs_bac &amp; -0.43 &amp; -0.41 &amp; -0.55^{*} &amp; -0.54 &amp; -0.46\\
 &amp; (0.43) &amp; (0.42) &amp; (0.34) &amp; (0.35) &amp; (0.36)\\
fit_school_mean &amp;  &amp; 0.18^{***} &amp;  &amp;  &amp; \\
 &amp;  &amp; (0.02) &amp;  &amp;  &amp; \\
class_mean &amp;  &amp;  &amp; 0.21^{***} &amp;  &amp; \\
 &amp;  &amp;  &amp; (0.01) &amp;  &amp; \\
fit_class_mean &amp;  &amp;  &amp;  &amp; 0.36^{***} &amp; \\
 &amp;  &amp;  &amp;  &amp; (0.05) &amp; \\
dec_town1 × n_hs_town_group2 &amp;  &amp;  &amp;  &amp;  &amp; -0.37\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.94)\\
dec_town2 × n_hs_town_group2 &amp;  &amp;  &amp;  &amp;  &amp; -0.39\\
 &amp;  &amp;  &amp;  &amp;  &amp; \vphantom{1} (0.90)\\
dec_town3 × n_hs_town_group2 &amp;  &amp;  &amp;  &amp;  &amp; -0.73\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.67)\\
dec_town4 × n_hs_town_group2 &amp;  &amp;  &amp;  &amp;  &amp; -0.47\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.47)\\
dec_town5 × n_hs_town_group2 &amp;  &amp;  &amp;  &amp;  &amp; -0.59\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.41)\\
dec_town7 × n_hs_town_group2 &amp;  &amp;  &amp;  &amp;  &amp; 0.42\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.33)\\
dec_town8 × n_hs_town_group2 &amp;  &amp;  &amp;  &amp;  &amp; 0.04\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.42)\\
dec_town9 × n_hs_town_group2 &amp;  &amp;  &amp;  &amp;  &amp; 0.76\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.46)\\
dec_town10 × n_hs_town_group2 &amp;  &amp;  &amp;  &amp;  &amp; 0.65\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.61)\\
dec_town1 × n_hs_town_group3 &amp;  &amp;  &amp;  &amp;  &amp; -2.31^{*}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (1.23)\\
dec_town2 × n_hs_town_group3 &amp;  &amp;  &amp;  &amp;  &amp; -2.53^{**}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (1.13)\\
dec_town3 × n_hs_town_group3 &amp;  &amp;  &amp;  &amp;  &amp; -2.79^{***}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.98)\\
dec_town4 × n_hs_town_group3 &amp;  &amp;  &amp;  &amp;  &amp; -2.83^{***}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.73)\\
dec_town5 × n_hs_town_group3 &amp;  &amp;  &amp;  &amp;  &amp; -1.86^{***}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.53)\\
dec_town7 × n_hs_town_group3 &amp;  &amp;  &amp;  &amp;  &amp; 0.86^{**}\\
 &amp;  &amp;  &amp;  &amp;  &amp; \vphantom{1} (0.37)\\
dec_town8 × n_hs_town_group3 &amp;  &amp;  &amp;  &amp;  &amp; 1.56^{***}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.50)\\
dec_town9 × n_hs_town_group3 &amp;  &amp;  &amp;  &amp;  &amp; 3.13^{***}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.62)\\
dec_town10 × n_hs_town_group3 &amp;  &amp;  &amp;  &amp;  &amp; 3.79^{***}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.92)\\
dec_town1 × n_hs_town_group4-15 &amp;  &amp;  &amp;  &amp;  &amp; -4.01^{***}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (1.18)\\
dec_town2 × n_hs_town_group4-15 &amp;  &amp;  &amp;  &amp;  &amp; -4.19^{***}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.90)\\
dec_town3 × n_hs_town_group4-15 &amp;  &amp;  &amp;  &amp;  &amp; -3.47^{***}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.70)\\
dec_town4 × n_hs_town_group4-15 &amp;  &amp;  &amp;  &amp;  &amp; -3.15^{***}\\
 &amp;  &amp;  &amp;  &amp;  &amp; \vphantom{2} (0.51)\\
dec_town5 × n_hs_town_group4-15 &amp;  &amp;  &amp;  &amp;  &amp; -2.11^{***}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.37)\\
dec_town7 × n_hs_town_group4-15 &amp;  &amp;  &amp;  &amp;  &amp; 0.88^{***}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.30)\\
dec_town8 × n_hs_town_group4-15 &amp;  &amp;  &amp;  &amp;  &amp; 1.41^{***}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.40)\\
dec_town9 × n_hs_town_group4-15 &amp;  &amp;  &amp;  &amp;  &amp; 2.41^{***}\\
 &amp;  &amp;  &amp;  &amp;  &amp; \vphantom{1} (0.51)\\
dec_town10 × n_hs_town_group4-15 &amp;  &amp;  &amp;  &amp;  &amp; 2.51^{***}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.66)\\
dec_town1 × n_hs_town_group16+ &amp;  &amp;  &amp;  &amp;  &amp; -7.38^{***}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (1.27)\\
dec_town2 × n_hs_town_group16+ &amp;  &amp;  &amp;  &amp;  &amp; -5.96^{***}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (1.01)\\
dec_town3 × n_hs_town_group16+ &amp;  &amp;  &amp;  &amp;  &amp; -4.56^{***}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.89)\\
dec_town4 × n_hs_town_group16+ &amp;  &amp;  &amp;  &amp;  &amp; -3.49^{***}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.75)\\
dec_town5 × n_hs_town_group16+ &amp;  &amp;  &amp;  &amp;  &amp; -1.22^{**}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.51)\\
dec_town7 × n_hs_town_group16+ &amp;  &amp;  &amp;  &amp;  &amp; 0.72^{*}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.38)\\
dec_town8 × n_hs_town_group16+ &amp;  &amp;  &amp;  &amp;  &amp; 0.94^{*}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.52)\\
dec_town9 × n_hs_town_group16+ &amp;  &amp;  &amp;  &amp;  &amp; 2.11^{***}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.69)\\
dec_town10 × n_hs_town_group16+ &amp;  &amp;  &amp;  &amp;  &amp; 1.77^{*}\\
 &amp;  &amp;  &amp;  &amp;  &amp; (0.91)\\
\midrule
N &amp; 1.2 &amp; 1.2 &amp; 1.2 &amp; 1.2 &amp; 1.2\\
R$^2$ &amp; 0.64 &amp; 0.64 &amp; 0.64 &amp; 0.65 &amp; 0.64\\
\bottomrule
\end{tabular}
\end{table}</code></pre>
<pre class="r"><code>&gt; close(fileConn)
&gt; 
&gt; 
&gt; 
&gt; 
&gt; r2(model_school_ols)[2]</code></pre>
<pre><code>       r2 
0.6435565 </code></pre>
<pre class="r"><code>&gt; r2(model_school)[2]</code></pre>
<pre><code>       r2 
0.6433967 </code></pre>
<pre class="r"><code>&gt; r2(model_track_ols)[2]</code></pre>
<pre><code>     r2 
0.64485 </code></pre>
<pre class="r"><code>&gt; r2(model_track)[2]</code></pre>
<pre><code>       r2 
0.6483552 </code></pre>
<pre class="r"><code>&gt; r2(model_tide)[2]</code></pre>
<pre><code>       r2 
0.6466589 </code></pre>
<pre class="r"><code>&gt; r2(model_tide2)[2]</code></pre>
<pre><code>       r2 
0.6419617 </code></pre>
</div>
<div id="latex-1st" class="section level3">
<h3>Latex 1st</h3>
<pre class="r"><code>&gt; summary(model_school,stage=1)</code></pre>
<pre><code>TSLS estimation, Dep. Var.: school_mean, Endo.: school_mean, Instr.: dec_town, n_hs_town_group, dec_town:n_hs_town_group
First stage: Dep. Var.: school_mean
Observations: 1,161,358 
Fixed-effects: as.factor(an): 12,  specializare_bac2: 116,  scoala_de_provenienta: 18,590,  town: 533
Standard-errors: Clustered (judet_bac &amp; town) 
                                    Estimate   Std. Error    t value   Pr(&gt;|t|)    
dec_town1                       10.891153596     2.145763   5.075656 9.3006e-06 ***
dec_town2                        9.533473136     1.763654   5.405525 3.2276e-06 ***
dec_town3                        8.453374427     1.697626   4.979528 1.2638e-05 ***
dec_town4                        5.868308512     1.475173   3.978048 2.8407e-04 ***
dec_town5                        3.396688661     0.949899   3.575842 9.3073e-04 ***
dec_town7                       -2.203209818     0.802404  -2.745762 9.0018e-03 ** 
dec_town8                       -5.204392176     1.890578  -2.752805 8.8411e-03 ** 
dec_town9                       -8.069814132     2.457564  -3.283663 2.1339e-03 ** 
dec_town10                     -11.405027124     2.709641  -4.209055 1.4093e-04 ***
n_hs_town_group2                 0.168272822     0.424863   0.396064 6.9416e-01    
n_hs_town_group3                -1.858174171     0.693048  -2.681161 1.0607e-02 *  
n_hs_town_group4-15             -3.506453654     0.798719  -4.390097 8.0693e-05 ***
n_hs_town_group16+              -5.058499504     0.948262  -5.334493 4.0565e-06 ***
dec_town1:n_hs_town_group2      -8.910967833     1.067264  -8.349356 2.6733e-10 ***
dec_town2:n_hs_town_group2      -9.095983266     0.844929 -10.765379 2.2066e-13 ***
dec_town3:n_hs_town_group2      -7.926742143     0.818269  -9.687204 4.7901e-12 ***
dec_town4:n_hs_town_group2      -5.789059577     0.724590  -7.989430 8.1703e-10 ***
dec_town5:n_hs_town_group2      -3.441255986     0.535186  -6.430023 1.1754e-07 ***
dec_town7:n_hs_town_group2       2.287159245     0.323376   7.072753 1.4856e-08 ***
dec_town8:n_hs_town_group2       3.658843594     0.514269   7.114655 1.2993e-08 ***
dec_town9:n_hs_town_group2       4.545859897     0.621058   7.319541 6.7579e-09 ***
dec_town10:n_hs_town_group2      5.532182025     0.702780   7.871860 1.1803e-09 ***
dec_town1:n_hs_town_group3     -11.187167434     1.468410  -7.618556 2.6187e-09 ***
dec_town2:n_hs_town_group3     -10.353133948     1.450759  -7.136355 1.2122e-08 ***
dec_town3:n_hs_town_group3      -9.710374356     1.138391  -8.529914 1.5344e-10 ***
dec_town4:n_hs_town_group3      -7.740209367     0.948673  -8.158983 4.8188e-10 ***
dec_town5:n_hs_town_group3      -4.829493487     0.733357  -6.585465 7.1154e-08 ***
dec_town7:n_hs_town_group3       4.160431060     0.883892   4.706945 2.9976e-05 ***
dec_town8:n_hs_town_group3       7.417695775     1.044942   7.098667 1.3674e-08 ***
dec_town9:n_hs_town_group3       9.386346744     1.189386   7.891761 1.1089e-09 ***
dec_town10:n_hs_town_group3     11.176311675     1.349496   8.281841 3.2931e-10 ***
dec_town1:n_hs_town_group4-15  -18.537842867     1.247243 -14.863058  &lt; 2.2e-16 ***
dec_town2:n_hs_town_group4-15  -17.388432695     1.104376 -15.745029  &lt; 2.2e-16 ***
dec_town3:n_hs_town_group4-15  -14.675206089     0.974059 -15.066033  &lt; 2.2e-16 ***
dec_town4:n_hs_town_group4-15  -11.188328554     0.835515 -13.390936 2.2877e-16 ***
dec_town5:n_hs_town_group4-15   -6.212952996     0.441184 -14.082447  &lt; 2.2e-16 ***
dec_town7:n_hs_town_group4-15    6.245412906     0.399428  15.635894  &lt; 2.2e-16 ***
dec_town8:n_hs_town_group4-15   11.237409877     0.572405  19.631925  &lt; 2.2e-16 ***
dec_town9:n_hs_town_group4-15   15.134222126     0.894501  16.919179  &lt; 2.2e-16 ***
dec_town10:n_hs_town_group4-15  18.017926739     1.139571  15.811149  &lt; 2.2e-16 ***
dec_town1:n_hs_town_group16+   -21.340284663     1.162647 -18.354906  &lt; 2.2e-16 ***
dec_town2:n_hs_town_group16+   -20.106527857     0.991940 -20.269902  &lt; 2.2e-16 ***
dec_town3:n_hs_town_group16+   -16.688120417     0.976106 -17.096624  &lt; 2.2e-16 ***
dec_town4:n_hs_town_group16+   -12.253620209     0.896821 -13.663403  &lt; 2.2e-16 ***
dec_town5:n_hs_town_group16+    -6.802499139     0.638669 -10.651057 3.0363e-13 ***
dec_town7:n_hs_town_group16+     6.523571487     0.492180  13.254430 3.2020e-16 ***
dec_town8:n_hs_town_group16+    12.547132121     0.797624  15.730640  &lt; 2.2e-16 ***
dec_town9:n_hs_town_group16+    18.070955665     1.116438  16.186264  &lt; 2.2e-16 ***
dec_town10:n_hs_town_group16+   22.621676633     1.411226  16.029801  &lt; 2.2e-16 ***
entrance_perc                    0.261703721     0.023972  10.917279 1.4477e-13 ***
n_students_town_yr              -0.000605385     0.000177  -3.425643 1.4312e-03 ** 
Unemployment_hs_bac             -4.517004246     0.534017  -8.458537 1.9102e-10 ***
Wages_hs_bac                   -69.013613882 17010.211697  -0.004057 9.9678e-01    
drop_hs_hs_bac                 -31.982183755 26807.260893  -0.001193 9.9905e-01    
dec_town1:n_students_town_yr     0.000136086     0.000160   0.850194 4.0028e-01    
dec_town2:n_students_town_yr     0.000114915     0.000134   0.860348 3.9472e-01    
dec_town3:n_students_town_yr     0.000000879     0.000115   0.007667 9.9392e-01    
dec_town4:n_students_town_yr    -0.000074514     0.000096  -0.774143 4.4340e-01    
dec_town5:n_students_town_yr    -0.000095494     0.000058  -1.633179 1.1028e-01    
dec_town7:n_students_town_yr     0.000174145     0.000046   3.819604 4.5590e-04 ***
dec_town8:n_students_town_yr     0.000343772     0.000079   4.338010 9.4798e-05 ***
dec_town9:n_students_town_yr     0.000488134     0.000112   4.352553 9.0634e-05 ***
dec_town10:n_students_town_yr    0.000756050     0.000138   5.482801 2.5162e-06 ***
dec_town1:Unemployment_hs_bac   -0.457480990     0.219577  -2.083462 4.3644e-02 *  
dec_town2:Unemployment_hs_bac   -0.429613892     0.192335  -2.233679 3.1162e-02 *  
dec_town3:Unemployment_hs_bac   -0.456374161     0.171869  -2.655355 1.1319e-02 *  
dec_town4:Unemployment_hs_bac   -0.301864546     0.162216  -1.860879 7.0123e-02 .  
dec_town5:Unemployment_hs_bac   -0.162350645     0.108477  -1.496639 1.4234e-01    
dec_town7:Unemployment_hs_bac   -0.054105438     0.107278  -0.504350 6.1678e-01    
dec_town8:Unemployment_hs_bac   -0.227821977     0.162175  -1.404790 1.6780e-01    
dec_town9:Unemployment_hs_bac   -0.405690044     0.208028  -1.950170 5.8188e-02 .  
dec_town10:Unemployment_hs_bac  -0.516827970     0.222664  -2.321108 2.5462e-02 *  
dec_town1:Wages_hs_bac          -5.229827223     2.243165  -2.331450 2.4853e-02 *  
dec_town2:Wages_hs_bac          -4.990282685     1.884505  -2.648060 1.1529e-02 *  
dec_town3:Wages_hs_bac          -4.045970148     1.651190  -2.450336 1.8742e-02 *  
dec_town4:Wages_hs_bac          -2.738862944     1.369280  -2.000222 5.2297e-02 .  
dec_town5:Wages_hs_bac          -0.704803880     0.844922  -0.834164 4.0914e-01    
dec_town7:Wages_hs_bac          -0.626692749     0.616804  -1.016033 3.1572e-01    
dec_town8:Wages_hs_bac          -2.884304574     1.218109  -2.367854 2.2814e-02 *  
dec_town9:Wages_hs_bac          -4.542580080     1.812895  -2.505705 1.6391e-02 *  
dec_town10:Wages_hs_bac         -5.768832932     2.062714  -2.796719 7.8976e-03 ** 
dec_town1:drop_hs_hs_bac        -0.462680810     0.643178  -0.719367 4.7610e-01    
dec_town2:drop_hs_hs_bac        -0.583930140     0.508566  -1.148190 2.5771e-01    
dec_town3:drop_hs_hs_bac        -0.709309109     0.503347  -1.409184 1.6651e-01    
dec_town4:drop_hs_hs_bac        -0.443958987     0.454353  -0.977123 3.3438e-01    
dec_town5:drop_hs_hs_bac        -0.181208203     0.288221  -0.628712 5.3311e-01    
dec_town7:drop_hs_hs_bac        -0.270481908     0.284439  -0.950930 3.4735e-01    
dec_town8:drop_hs_hs_bac        -0.430429636     0.614471  -0.700489 4.8768e-01    
dec_town9:drop_hs_hs_bac        -0.606649748     0.812245  -0.746880 4.5950e-01    
dec_town10:drop_hs_hs_bac       -0.910553323     0.919719  -0.990035 3.2811e-01    
... 13 variables were removed because of collinearity (dec_town1, dec_town2 and 11 others [full set in $collin.var])
---
Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
RMSE: 8.86378     Adj. R2: 0.825503
                Within R2: 0.496909
F-test (1st stage): stat = 3,538.6, p &lt; 2.2e-16, on 49 and 1,142,552 DoF.</code></pre>
<pre class="r"><code>&gt; summary(model_track,stage=1)</code></pre>
<pre><code>TSLS estimation, Dep. Var.: class_mean, Endo.: class_mean, Instr.: dec_town, n_hs_town_group, dec_town:n_hs_town_group
First stage: Dep. Var.: class_mean
Observations: 1,161,135 
Fixed-effects: as.factor(an): 12,  specializare_bac2: 116,  scoala_de_provenienta: 18,590,  town: 533,  n_students_bin: 133
Standard-errors: Clustered (town) 
                                Estimate   Std. Error      t value   Pr(&gt;|t|)    
dec_town1                       3.330285 1.652103e+00   2.01578541 4.4325e-02 *  
dec_town2                       1.743388 1.339393e+00   1.30162576 1.9361e-01    
dec_town3                       1.574597 1.112539e+00   1.41531789 1.5756e-01    
dec_town4                       1.180423 9.790810e-01   1.20564471 2.2849e-01    
dec_town5                       0.917240 6.233320e-01   1.47151093 1.4174e-01    
dec_town7                       0.054461 4.837790e-01   0.11257367 9.1041e-01    
dec_town8                      -1.164846 1.298604e+00  -0.89699838 3.7013e-01    
dec_town9                      -3.835616 1.499532e+00  -2.55787490 1.0807e-02 *  
dec_town10                     -7.728554 1.532859e+00  -5.04192179 6.3299e-07 ***
n_hs_town_group2                0.104008 3.761580e-01   0.27650163 7.8227e-01    
n_hs_town_group3               -1.209405 5.621790e-01  -2.15128151 3.1904e-02 *  
n_hs_town_group4-15            -1.953462 5.893660e-01  -3.31451431 9.8056e-04 ***
n_hs_town_group16+             -2.862177 7.254710e-01  -3.94526867 9.0395e-05 ***
dec_town1:n_hs_town_group2     -3.155868 7.124450e-01  -4.42963247 1.1465e-05 ***
dec_town2:n_hs_town_group2     -2.791077 6.329340e-01  -4.40974299 1.2529e-05 ***
dec_town3:n_hs_town_group2     -2.263294 5.893590e-01  -3.84026240 1.3771e-04 ***
dec_town4:n_hs_town_group2     -1.567073 4.546310e-01  -3.44690799 6.1190e-04 ***
dec_town5:n_hs_town_group2     -1.078898 2.640240e-01  -4.08635782 5.0581e-05 ***
dec_town7:n_hs_town_group2      0.519566 2.640460e-01   1.96771177 4.9620e-02 *  
dec_town8:n_hs_town_group2      0.949098 3.820340e-01   2.48432862 1.3286e-02 *  
dec_town9:n_hs_town_group2      1.898833 5.192320e-01   3.65700312 2.8055e-04 ***
dec_town10:n_hs_town_group2     2.866158 6.429860e-01   4.45757531 1.0115e-05 ***
dec_town1:n_hs_town_group3     -3.439228 1.129798e+00  -3.04410726 2.4492e-03 ** 
dec_town2:n_hs_town_group3     -3.128440 8.535560e-01  -3.66518396 2.7195e-04 ***
dec_town3:n_hs_town_group3     -2.569645 6.189560e-01  -4.15157702 3.8450e-05 ***
dec_town4:n_hs_town_group3     -2.012194 4.461680e-01  -4.50994919 7.9837e-06 ***
dec_town5:n_hs_town_group3     -1.615264 3.296370e-01  -4.90013119 1.2733e-06 ***
dec_town7:n_hs_town_group3      1.528369 3.799750e-01   4.02228890 6.5981e-05 ***
dec_town8:n_hs_town_group3      2.660704 6.760410e-01   3.93571584 9.3961e-05 ***
dec_town9:n_hs_town_group3      3.769655 8.433330e-01   4.46994879 9.5669e-06 ***
dec_town10:n_hs_town_group3     5.089013 9.523670e-01   5.34354098 1.3540e-07 ***
dec_town1:n_hs_town_group4-15  -7.511026 8.289000e-01  -9.06143644  &lt; 2.2e-16 ***
dec_town2:n_hs_town_group4-15  -6.985811 6.921200e-01 -10.09335615  &lt; 2.2e-16 ***
dec_town3:n_hs_town_group4-15  -5.320898 5.489930e-01  -9.69209854  &lt; 2.2e-16 ***
dec_town4:n_hs_town_group4-15  -3.980501 4.656870e-01  -8.54758809  &lt; 2.2e-16 ***
dec_town5:n_hs_town_group4-15  -2.232477 2.846180e-01  -7.84375230 2.4101e-14 ***
dec_town7:n_hs_town_group4-15   2.449782 2.965820e-01   8.26005594 1.1617e-15 ***
dec_town8:n_hs_town_group4-15   4.402930 4.837610e-01   9.10145053  &lt; 2.2e-16 ***
dec_town9:n_hs_town_group4-15   6.635266 6.659960e-01   9.96291472  &lt; 2.2e-16 ***
dec_town10:n_hs_town_group4-15  8.835468 8.435800e-01  10.47377509  &lt; 2.2e-16 ***
dec_town1:n_hs_town_group16+   -9.596395 9.615760e-01  -9.97985992  &lt; 2.2e-16 ***
dec_town2:n_hs_town_group16+   -8.662945 8.417690e-01 -10.29135945  &lt; 2.2e-16 ***
dec_town3:n_hs_town_group16+   -6.155862 7.730510e-01  -7.96307780 1.0229e-14 ***
dec_town4:n_hs_town_group16+   -4.040331 6.441000e-01  -6.27283132 7.3487e-10 ***
dec_town5:n_hs_town_group16+   -2.299872 3.981750e-01  -5.77602938 1.3023e-08 ***
dec_town7:n_hs_town_group16+    2.658858 3.385470e-01   7.85372889 2.2443e-14 ***
dec_town8:n_hs_town_group16+    5.642337 6.554110e-01   8.60885512  &lt; 2.2e-16 ***
dec_town9:n_hs_town_group16+    9.064640 9.052640e-01  10.01325235  &lt; 2.2e-16 ***
dec_town10:n_hs_town_group16+  11.988113 1.185182e+00  10.11500025  &lt; 2.2e-16 ***
entrance_perc                   0.320637 1.709800e-02  18.75264832  &lt; 2.2e-16 ***
n_students_town_yr             -0.005436 2.773000e-03  -1.96003374 5.0513e-02 .  
Unemployment_hs_bac             1.523150 3.542810e-01   4.29926756 2.0387e-05 ***
Wages_hs_bac                   72.369078 1.096392e+06   0.00006601 9.9995e-01    
drop_hs_hs_bac                  2.210427 1.339988e+06   0.00000165 1.0000e+00    
dec_town1:n_students_town_yr    0.000058 1.050000e-04   0.55085692 5.8196e-01    
dec_town2:n_students_town_yr    0.000026 9.500000e-05   0.27294055 7.8500e-01    
dec_town3:n_students_town_yr   -0.000094 8.500000e-05  -1.09996666 2.7184e-01    
dec_town4:n_students_town_yr   -0.000170 7.500000e-05  -2.27344554 2.3397e-02 *  
dec_town5:n_students_town_yr   -0.000147 3.500000e-05  -4.15190438 3.8397e-05 ***
dec_town7:n_students_town_yr    0.000159 3.300000e-05   4.84398552 1.6714e-06 ***
dec_town8:n_students_town_yr    0.000300 6.000000e-05   5.01947271 7.0785e-07 ***
dec_town9:n_students_town_yr    0.000446 8.000000e-05   5.55399741 4.4158e-08 ***
dec_town10:n_students_town_yr   0.000680 1.090000e-04   6.22290134 9.8971e-10 ***
dec_town1:Unemployment_hs_bac  -0.245543 1.682800e-01  -1.45913586 1.4512e-01    
dec_town2:Unemployment_hs_bac  -0.345513 1.611560e-01  -2.14396101 3.2489e-02 *  
dec_town3:Unemployment_hs_bac  -0.261684 1.373020e-01  -1.90589274 5.7203e-02 .  
dec_town4:Unemployment_hs_bac  -0.189465 1.075520e-01  -1.76162042 7.8708e-02 .  
dec_town5:Unemployment_hs_bac  -0.157471 6.929400e-02  -2.27252541 2.3453e-02 *  
dec_town7:Unemployment_hs_bac   0.035506 6.343200e-02   0.55975468 5.7588e-01    
dec_town8:Unemployment_hs_bac  -0.117504 9.335500e-02  -1.25868150 2.0870e-01    
dec_town9:Unemployment_hs_bac  -0.198864 1.297880e-01  -1.53221884 1.2606e-01    
dec_town10:Unemployment_hs_bac -0.342308 1.518920e-01  -2.25362229 2.4626e-02 *  
dec_town1:Wages_hs_bac         -1.692810 1.295729e+00  -1.30645389 1.9196e-01    
dec_town2:Wages_hs_bac         -1.770884 1.255145e+00  -1.41089982 1.5886e-01    
dec_town3:Wages_hs_bac         -1.162475 1.137061e+00  -1.02235133 3.0708e-01    
dec_town4:Wages_hs_bac         -0.531160 9.580920e-01  -0.55439392 5.7954e-01    
dec_town5:Wages_hs_bac          0.213344 4.856510e-01   0.43929494 6.6063e-01    
dec_town7:Wages_hs_bac         -0.528534 4.486580e-01  -1.17803514 2.3931e-01    
dec_town8:Wages_hs_bac         -2.367807 8.470230e-01  -2.79544553 5.3701e-03 ** 
dec_town9:Wages_hs_bac         -3.915104 1.221416e+00  -3.20538012 1.4298e-03 ** 
dec_town10:Wages_hs_bac        -4.741042 1.473218e+00  -3.21815495 1.3688e-03 ** 
dec_town1:drop_hs_hs_bac       -0.006016 4.908900e-01  -0.01225436 9.9023e-01    
dec_town2:drop_hs_hs_bac       -0.070591 3.900030e-01  -0.18100052 8.5644e-01    
dec_town3:drop_hs_hs_bac       -0.252841 3.114460e-01  -0.81182914 4.1725e-01    
dec_town4:drop_hs_hs_bac       -0.210995 2.840580e-01  -0.74278952 4.5794e-01    
dec_town5:drop_hs_hs_bac       -0.102211 1.899510e-01  -0.53809125 5.9074e-01    
dec_town7:drop_hs_hs_bac       -0.180672 1.549540e-01  -1.16597521 2.4415e-01    
dec_town8:drop_hs_hs_bac       -0.205001 4.239420e-01  -0.48355963 6.2890e-01    
dec_town9:drop_hs_hs_bac       -0.058087 4.927270e-01  -0.11788914 9.0620e-01    
dec_town10:drop_hs_hs_bac      -0.020629 5.081170e-01  -0.04059859 9.6763e-01    
... 13 variables were removed because of collinearity (dec_town1, dec_town2 and 11 others [full set in $collin.var])
---
Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
RMSE: 7.6515     Adj. R2: 0.861442
               Within R2: 0.507508
F-test (1st stage): stat = 1,005.0, p &lt; 2.2e-16, on 49 and 1,142,197 DoF.</code></pre>
<pre class="r"><code>&gt; options(modelsummary_format_numeric_latex = &quot;plain&quot;)
&gt; f_big&lt;-function(x) format(x, big.mark=&quot;,&quot;, scientific=FALSE, nsmall=1,digits=1)
&gt; f &lt;- function(x) format(round(x/1000000,1) , nsmall = 1)
&gt; 
&gt; #print stage 1 table (appendix)
&gt; setwd(paste0(wd_code,&quot;/06_figures_03_04_table_04_IV&quot;))
&gt; fileConn&lt;-file(&quot;06_table_04.txt&quot;)
&gt; writeLines(print(
+   modelsummary(list(summary(model_school,stage=1) ,
+                         summary(model_track,stage=1)),
+                             statistic = &quot;std.error&quot;,
+              estimate=&quot;{estimate}{stars}&quot;,
+               stars=c(&#39;^{*}&#39;=0.1,&#39;^{**}&#39;=0.05,&#39;^{***}&#39;=0.01),
+                gof_map=list(list(&quot;raw&quot; = &quot;nobs&quot;, &quot;clean&quot; = &quot;N&quot;, &quot;fmt&quot; = f),
+                           list(&quot;raw&quot; = &quot;r.squared&quot;, &quot;clean&quot; = &quot;R$^2$&quot;,fmt=&quot;%.2f&quot;)),
+               metrics=&quot;R2&quot;,
+               output=&quot;latex&quot;,
+                 escape=F)
+ 
+ ), fileConn)</code></pre>
<pre><code>\begin{table}
\centering
\begin{tabular}[t]{lcc}
\toprule
  &amp; (1) &amp; (2)\\
\midrule
dec_town1 &amp; 10.891^{***} &amp; 3.330^{**}\\
 &amp; (2.146) &amp; (1.652)\\
dec_town2 &amp; 9.533^{***} &amp; 1.743\\
 &amp; (1.764) &amp; (1.339)\\
dec_town3 &amp; 8.453^{***} &amp; 1.575\\
 &amp; (1.698) &amp; (1.113)\\
dec_town4 &amp; 5.868^{***} &amp; 1.180\\
 &amp; (1.475) &amp; (0.979)\\
dec_town5 &amp; 3.397^{***} &amp; 0.917\\
 &amp; (0.950) &amp; (0.623)\\
dec_town7 &amp; -2.203^{***} &amp; 0.054\\
 &amp; (0.802) &amp; (0.484)\\
dec_town8 &amp; -5.204^{***} &amp; -1.165\\
 &amp; (1.891) &amp; (1.299)\\
dec_town9 &amp; -8.070^{***} &amp; -3.836^{**}\\
 &amp; (2.458) &amp; (1.500)\\
dec_town10 &amp; -11.405^{***} &amp; -7.729^{***}\\
 &amp; (2.710) &amp; (1.533)\\
n_hs_town_group2 &amp; 0.168 &amp; 0.104\\
 &amp; (0.425) &amp; (0.376)\\
n_hs_town_group3 &amp; -1.858^{**} &amp; -1.209^{**}\\
 &amp; (0.693) &amp; (0.562)\\
n_hs_town_group4-15 &amp; -3.506^{***} &amp; -1.953^{***}\\
 &amp; (0.799) &amp; (0.589)\\
n_hs_town_group16+ &amp; -5.058^{***} &amp; -2.862^{***}\\
 &amp; (0.948) &amp; (0.725)\\
dec_town1 × n_hs_town_group2 &amp; -8.911^{***} &amp; -3.156^{***}\\
 &amp; (1.067) &amp; (0.712)\\
dec_town2 × n_hs_town_group2 &amp; -9.096^{***} &amp; -2.791^{***}\\
 &amp; (0.845) &amp; (0.633)\\
dec_town3 × n_hs_town_group2 &amp; -7.927^{***} &amp; -2.263^{***}\\
 &amp; (0.818) &amp; (0.589)\\
dec_town4 × n_hs_town_group2 &amp; -5.789^{***} &amp; -1.567^{***}\\
 &amp; (0.725) &amp; (0.455)\\
dec_town5 × n_hs_town_group2 &amp; -3.441^{***} &amp; -1.079^{***}\\
 &amp; (0.535) &amp; (0.264)\\
dec_town7 × n_hs_town_group2 &amp; 2.287^{***} &amp; 0.520^{**}\\
 &amp; (0.323) &amp; (0.264)\\
dec_town8 × n_hs_town_group2 &amp; 3.659^{***} &amp; 0.949^{**}\\
 &amp; (0.514) &amp; (0.382)\\
dec_town9 × n_hs_town_group2 &amp; 4.546^{***} &amp; 1.899^{***}\\
 &amp; (0.621) &amp; (0.519)\\
dec_town10 × n_hs_town_group2 &amp; 5.532^{***} &amp; 2.866^{***}\\
 &amp; (0.703) &amp; (0.643)\\
dec_town1 × n_hs_town_group3 &amp; -11.187^{***} &amp; -3.439^{***}\\
 &amp; (1.468) &amp; (1.130)\\
dec_town2 × n_hs_town_group3 &amp; -10.353^{***} &amp; -3.128^{***}\\
 &amp; (1.451) &amp; (0.854)\\
dec_town3 × n_hs_town_group3 &amp; -9.710^{***} &amp; -2.570^{***}\\
 &amp; (1.138) &amp; (0.619)\\
dec_town4 × n_hs_town_group3 &amp; -7.740^{***} &amp; -2.012^{***}\\
 &amp; (0.949) &amp; (0.446)\\
dec_town5 × n_hs_town_group3 &amp; -4.829^{***} &amp; -1.615^{***}\\
 &amp; (0.733) &amp; (0.330)\\
dec_town7 × n_hs_town_group3 &amp; 4.160^{***} &amp; 1.528^{***}\\
 &amp; (0.884) &amp; (0.380)\\
dec_town8 × n_hs_town_group3 &amp; 7.418^{***} &amp; 2.661^{***}\\
 &amp; (1.045) &amp; (0.676)\\
dec_town9 × n_hs_town_group3 &amp; 9.386^{***} &amp; 3.770^{***}\\
 &amp; (1.189) &amp; (0.843)\\
dec_town10 × n_hs_town_group3 &amp; 11.176^{***} &amp; 5.089^{***}\\
 &amp; (1.349) &amp; (0.952)\\
dec_town1 × n_hs_town_group4-15 &amp; -18.538^{***} &amp; -7.511^{***}\\
 &amp; (1.247) &amp; (0.829)\\
dec_town2 × n_hs_town_group4-15 &amp; -17.388^{***} &amp; -6.986^{***}\\
 &amp; (1.104) &amp; (0.692)\\
dec_town3 × n_hs_town_group4-15 &amp; -14.675^{***} &amp; -5.321^{***}\\
 &amp; (0.974) &amp; (0.549)\\
dec_town4 × n_hs_town_group4-15 &amp; -11.188^{***} &amp; -3.981^{***}\\
 &amp; (0.836) &amp; (0.466)\\
dec_town5 × n_hs_town_group4-15 &amp; -6.213^{***} &amp; -2.232^{***}\\
 &amp; (0.441) &amp; (0.285)\\
dec_town7 × n_hs_town_group4-15 &amp; 6.245^{***} &amp; 2.450^{***}\\
 &amp; (0.399) &amp; (0.297)\\
dec_town8 × n_hs_town_group4-15 &amp; 11.237^{***} &amp; 4.403^{***}\\
 &amp; (0.572) &amp; (0.484)\\
dec_town9 × n_hs_town_group4-15 &amp; 15.134^{***} &amp; 6.635^{***}\\
 &amp; (0.895) &amp; (0.666)\\
dec_town10 × n_hs_town_group4-15 &amp; 18.018^{***} &amp; 8.835^{***}\\
 &amp; (1.140) &amp; (0.844)\\
dec_town1 × n_hs_town_group16+ &amp; -21.340^{***} &amp; -9.596^{***}\\
 &amp; (1.163) &amp; (0.962)\\
dec_town2 × n_hs_town_group16+ &amp; -20.107^{***} &amp; -8.663^{***}\\
 &amp; (0.992) &amp; (0.842)\\
dec_town3 × n_hs_town_group16+ &amp; -16.688^{***} &amp; -6.156^{***}\\
 &amp; (0.976) &amp; (0.773)\\
dec_town4 × n_hs_town_group16+ &amp; -12.254^{***} &amp; -4.040^{***}\\
 &amp; (0.897) &amp; (0.644)\\
dec_town5 × n_hs_town_group16+ &amp; -6.802^{***} &amp; -2.300^{***}\\
 &amp; (0.639) &amp; (0.398)\\
dec_town7 × n_hs_town_group16+ &amp; 6.524^{***} &amp; 2.659^{***}\\
 &amp; (0.492) &amp; (0.339)\\
dec_town8 × n_hs_town_group16+ &amp; 12.547^{***} &amp; 5.642^{***}\\
 &amp; (0.798) &amp; (0.655)\\
dec_town9 × n_hs_town_group16+ &amp; 18.071^{***} &amp; 9.065^{***}\\
 &amp; (1.116) &amp; (0.905)\\
dec_town10 × n_hs_town_group16+ &amp; 22.622^{***} &amp; 11.988^{***}\\
 &amp; (1.411) &amp; (1.185)\\
entrance_perc &amp; 0.262^{***} &amp; 0.321^{***}\\
 &amp; (0.024) &amp; (0.017)\\
n_students_town_yr &amp; -0.001^{***} &amp; -0.005^{*}\\
 &amp; (0.000) &amp; (0.003)\\
Unemployment_hs_bac &amp; -4.517^{***} &amp; 1.523^{***}\\
 &amp; (0.534) &amp; (0.354)\\
Wages_hs_bac &amp; -69.014 &amp; 72.369\\
 &amp; (17010.212) &amp; (1096391.625)\\
drop_hs_hs_bac &amp; -31.982 &amp; 2.210\\
 &amp; (26807.261) &amp; (1339987.820)\\
dec_town1 × n_students_town_yr &amp; 0.000 &amp; 0.000\\
 &amp; (0.000) &amp; \vphantom{8} (0.000)\\
dec_town2 × n_students_town_yr &amp; 0.000 &amp; 0.000\\
 &amp; (0.000) &amp; \vphantom{7} (0.000)\\
dec_town3 × n_students_town_yr &amp; 0.000 &amp; 0.000\\
 &amp; (0.000) &amp; \vphantom{6} (0.000)\\
dec_town4 × n_students_town_yr &amp; 0.000 &amp; 0.000^{**}\\
 &amp; (0.000) &amp; \vphantom{5} (0.000)\\
dec_town5 × n_students_town_yr &amp; 0.000 &amp; 0.000^{***}\\
 &amp; (0.000) &amp; \vphantom{4} (0.000)\\
dec_town7 × n_students_town_yr &amp; 0.000^{***} &amp; 0.000^{***}\\
 &amp; (0.000) &amp; \vphantom{3} (0.000)\\
dec_town8 × n_students_town_yr &amp; 0.000^{***} &amp; 0.000^{***}\\
 &amp; (0.000) &amp; \vphantom{2} (0.000)\\
dec_town9 × n_students_town_yr &amp; 0.000^{***} &amp; 0.000^{***}\\
 &amp; (0.000) &amp; \vphantom{1} (0.000)\\
dec_town10 × n_students_town_yr &amp; 0.001^{***} &amp; 0.001^{***}\\
 &amp; (0.000) &amp; (0.000)\\
dec_town1 × Unemployment_hs_bac &amp; -0.457^{**} &amp; -0.246\\
 &amp; (0.220) &amp; (0.168)\\
dec_town2 × Unemployment_hs_bac &amp; -0.430^{**} &amp; -0.346^{**}\\
 &amp; (0.192) &amp; (0.161)\\
dec_town3 × Unemployment_hs_bac &amp; -0.456^{**} &amp; -0.262^{*}\\
 &amp; (0.172) &amp; (0.137)\\
dec_town4 × Unemployment_hs_bac &amp; -0.302^{*} &amp; -0.189^{*}\\
 &amp; (0.162) &amp; (0.108)\\
dec_town5 × Unemployment_hs_bac &amp; -0.162 &amp; -0.157^{**}\\
 &amp; (0.108) &amp; (0.069)\\
dec_town7 × Unemployment_hs_bac &amp; -0.054 &amp; 0.036\\
 &amp; (0.107) &amp; (0.063)\\
dec_town8 × Unemployment_hs_bac &amp; -0.228 &amp; -0.118\\
 &amp; (0.162) &amp; (0.093)\\
dec_town9 × Unemployment_hs_bac &amp; -0.406^{*} &amp; -0.199\\
 &amp; (0.208) &amp; (0.130)\\
dec_town10 × Unemployment_hs_bac &amp; -0.517^{**} &amp; -0.342^{**}\\
 &amp; (0.223) &amp; (0.152)\\
dec_town1 × Wages_hs_bac &amp; -5.230^{**} &amp; -1.693\\
 &amp; (2.243) &amp; (1.296)\\
dec_town2 × Wages_hs_bac &amp; -4.990^{**} &amp; -1.771\\
 &amp; (1.885) &amp; (1.255)\\
dec_town3 × Wages_hs_bac &amp; -4.046^{**} &amp; -1.162\\
 &amp; (1.651) &amp; (1.137)\\
dec_town4 × Wages_hs_bac &amp; -2.739^{*} &amp; -0.531\\
 &amp; (1.369) &amp; (0.958)\\
dec_town5 × Wages_hs_bac &amp; -0.705 &amp; 0.213\\
 &amp; (0.845) &amp; (0.486)\\
dec_town7 × Wages_hs_bac &amp; -0.627 &amp; -0.529\\
 &amp; (0.617) &amp; (0.449)\\
dec_town8 × Wages_hs_bac &amp; -2.884^{**} &amp; -2.368^{***}\\
 &amp; (1.218) &amp; (0.847)\\
dec_town9 × Wages_hs_bac &amp; -4.543^{**} &amp; -3.915^{***}\\
 &amp; (1.813) &amp; (1.221)\\
dec_town10 × Wages_hs_bac &amp; -5.769^{***} &amp; -4.741^{***}\\
 &amp; (2.063) &amp; (1.473)\\
dec_town1 × drop_hs_hs_bac &amp; -0.463 &amp; -0.006\\
 &amp; (0.643) &amp; (0.491)\\
dec_town2 × drop_hs_hs_bac &amp; -0.584 &amp; -0.071\\
 &amp; (0.509) &amp; (0.390)\\
dec_town3 × drop_hs_hs_bac &amp; -0.709 &amp; -0.253\\
 &amp; (0.503) &amp; (0.311)\\
dec_town4 × drop_hs_hs_bac &amp; -0.444 &amp; -0.211\\
 &amp; (0.454) &amp; (0.284)\\
dec_town5 × drop_hs_hs_bac &amp; -0.181 &amp; -0.102\\
 &amp; (0.288) &amp; (0.190)\\
dec_town7 × drop_hs_hs_bac &amp; -0.270 &amp; -0.181\\
 &amp; (0.284) &amp; (0.155)\\
dec_town8 × drop_hs_hs_bac &amp; -0.430 &amp; -0.205\\
 &amp; (0.614) &amp; (0.424)\\
dec_town9 × drop_hs_hs_bac &amp; -0.607 &amp; -0.058\\
 &amp; (0.812) &amp; (0.493)\\
dec_town10 × drop_hs_hs_bac &amp; -0.911 &amp; -0.021\\
 &amp; (0.920) &amp; (0.508)\\
\midrule
N &amp; 1.2 &amp; 1.2\\
R$^2$ &amp; 0.83 &amp; 0.86\\
\bottomrule
\end{tabular}
\end{table}</code></pre>
<pre class="r"><code>&gt; close(fileConn)
&gt; 
&gt; 
&gt; r2(summary(model_school,stage=1))[2]</code></pre>
<pre><code>       r2 
0.8284082 </code></pre>
<pre class="r"><code>&gt; r2(summary(model_track,stage=1))[2]</code></pre>
<pre><code>       r2 
0.8637655 </code></pre>
</div>
<div id="graphs-2-pannels" class="section level3">
<h3>Graphs: 2 Pannels</h3>
<pre class="r"><code>&gt; fe_stage_2_track$Level&lt;-&#39;Track&#39;
&gt; fe_stage_2_school$Level&lt;-&#39;School&#39;
&gt; fe_stage_2_master&lt;-rbind(fe_stage_2_track,fe_stage_2_school)
&gt; 
&gt; fe_stage_1_track$Level&lt;-&#39;Track&#39;
&gt; fe_stage_1_school$Level&lt;-&#39;School&#39;
&gt; fe_stage_1_master&lt;-rbind(fe_stage_1_track,fe_stage_1_school)
&gt; 
&gt; lb&lt;-min(fe_stage_1_master %&gt;% mutate(lb=fe-se*qnorm(0.975)) %&gt;% ungroup %&gt;% dplyr::select(lb))
&gt; ub&lt;-max(fe_stage_1_master %&gt;% mutate(ub=fe+se*qnorm(0.975)) %&gt;% ungroup %&gt;% dplyr::select(ub))
&gt; graph_2_pannel_stage_1&lt;-ggplot(data=fe_stage_1_master,aes(x=decile,y=fe,color=n_hs_towns))+
+   geom_errorbar(aes(ymin=fe-se*qnorm(0.975), ymax=fe+se*qnorm(0.975)),  width=0.5,size=0.8,position=position_dodge(0.5))+
+   geom_point(size=1,position=position_dodge(0.5))+
+   facet_wrap(~Level,ncol = 2,scales=&#39;free_y&#39;)+
+       theme(strip.text.x = element_text(size=18),
+         axis.text.x=element_text(angle = 0, vjust=0.5,size=14),
+         axis.text.y = element_text(size=14),  
+         axis.title.x = element_text(size=14),
+         axis.title.y = element_text(size=14),
+         legend.title=element_text(size=18),
+         legend.text=element_text(size=18))+
+   xlab(&quot;Own Admission Score Decile (Town-Cohort)&quot;)+
+   ylab(&quot;Peer Admission Score Percentile (National-Cohort)&quot;)+
+   scale_x_continuous(breaks=0:10)+
+   scale_y_continuous(breaks=seq(from = -30, to = 35, by = 5),limits=c(lb,ub))+
+   labs(color=str_wrap(&quot;Number of High Schools in Town&quot;,width=10))+
+   theme(legend.title.align=0.5)
&gt; 
&gt; setwd(wd_code)
&gt; setwd(paste0(wd_code,&quot;/06_figures_03_04_table_04_IV/other output&quot;))
&gt; pdf(&quot;figure_iv_1st_stage_2_panel.pdf&quot; , width = 12 , height = 6)
&gt;   graph_2_pannel_stage_1
&gt; dev.off()</code></pre>
<pre><code>RStudioGD 
        2 </code></pre>
<pre class="r"><code>&gt; setwd(wd_code)</code></pre>
<p><img 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" width="768" /></p>
<pre class="r"><code>&gt; setwd(paste0(wd_code,&quot;/06_figures_03_04_table_04_IV&quot;))
&gt; pdf(&quot;06_figure_03.pdf&quot; , width = 12 , height = 6)
&gt;   graph_2_pannel_stage_1 + scale_color_grey()+ scale_fill_grey()
&gt; dev.off()</code></pre>
<pre><code>RStudioGD 
        2 </code></pre>
<pre class="r"><code>&gt; lb&lt;-min(fe_stage_2_master %&gt;% mutate(lb=fe-se*qnorm(0.975)) %&gt;% ungroup %&gt;% dplyr::select(lb))
&gt; ub&lt;-max(fe_stage_2_master %&gt;% mutate(ub=fe+se*qnorm(0.975)) %&gt;% ungroup %&gt;% dplyr::select(ub))
&gt; graph_2_pannel_stage_2&lt;-ggplot(data=fe_stage_2_master,aes(x=decile,y=fe,color=n_hs_towns))+
+   geom_errorbar(aes(ymin=fe-se*qnorm(0.975), ymax=fe+se*qnorm(0.975)),  width=0.5,size=0.8,position=position_dodge(0.5))+
+   geom_point(size=1,position=position_dodge(0.5))+
+     facet_wrap(~Level,ncol = 2,scales=&#39;free_y&#39;)+
+          theme(strip.text.x = element_text(size=18),
+         axis.text.x=element_text(angle = 0, vjust=0.5,size=14),
+         axis.text.y = element_text(size=14),  
+         axis.title.x = element_text(size=14),
+         axis.title.y = element_text(size=14),
+         legend.title=element_text(size=18),
+         legend.text=element_text(size=18))+
+   facet_wrap(~Level,ncol = 2,scales=&#39;free_y&#39;)+
+   xlab(&quot;Own Admission Score Decile (Town-Cohort)&quot;)+
+   ylab(&quot;Own Graduation Score Percentile (National-Cohort)&quot;)+
+   scale_x_continuous(breaks=0:10)+
+   scale_y_continuous(breaks=seq(from = -40, to = 40, by = 2),limits=c(lb,ub))+
+   labs(color=str_wrap(&quot;Number of High Schools in Town&quot;,width=10))+
+   theme(legend.title.align=0.5)
&gt; 
&gt; setwd(wd_code)
&gt; setwd(paste0(wd_code,&quot;/06_figures_03_04_table_04_IV/other output/&quot;))
&gt; pdf(&quot;figure_iv_2nd_stage_2_panel.pdf&quot; , width = 12 , height = 6)
&gt;   graph_2_pannel_stage_2
&gt; dev.off()</code></pre>
<pre><code>RStudioGD 
        2 </code></pre>
<pre class="r"><code>&gt; setwd(wd_code)
&gt; setwd(paste0(wd_code,&quot;/06_figures_03_04_table_04_IV/&quot;))
&gt; pdf(&quot;06_figure_04.pdf&quot; , width = 12 , height = 6)
&gt;   graph_2_pannel_stage_2 + scale_color_grey()+ scale_fill_grey()
&gt; dev.off()</code></pre>
<pre><code>RStudioGD 
        2 </code></pre>
<pre class="r"><code>&gt;   graph_2_pannel_stage_2</code></pre>
<p><img 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" width="768" /></p>
<p>These are the main results!</p>
<pre class="r"><code>&gt; graph_2_pannel_stage_1</code></pre>
<p><img 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LaSnqW4IsK2LgBAJwAg1l4k5tRy2kp6luKKCNu6AACdAIBYe5GYU8tpK+lZiisibOsCAHQCAGLtRWJOLaetpGcproiwrQsA0AkAiLUXiTm1nLaSnqW4IsK2LgBAJwAg1l4k5tRy2kp6luKKCNu6AACdAIBYe5GYU8tpK+lZiisibOsCAHQCAGLtRWJOLaetpGcproiwrQsA0AkAiLUXiTm1nLaSnqW4IsK2LgBAJwAg1l4k5tRy2kp6luKKCNu6AACdAIBYe5GYU8tpK+lZiisibOsCAHQCAGLtRWJOLaetpGcproiwrQsA0AkAiLUXiTm1nLaSnqW4IsK2LgBAJwAg1l4k5tRy2kp6luKKCNu6AACdAIBYe5GYU8tpK+lZiisibOsCAHQCAGLtRWJOLaetpGcproiwrQsA0AkAiLUXiTm1nLaSnqW4IsK2LgBAJwAg1l4k5tRy2kp6luKKCNu6AACdAIBYe5GYU8tpK+lZiisibOsCAHQCAGLtRWJOLaetpGcproiwrQsA0AkAiLUXiTm1nLaSnqW4IsK2LgBAJwAg1l4k5tRy2kp6luKKCNu6AACdAIBYe5GYU8tpK+lZiisibOsCAHQCAGLtRWJOLaetpGcproiwrQsA0AkAiLUXiTm1nLaSnqW4IsK2LgBAJwAg1l4k5tRy2kp6luKKCNu6AACdAIBYe5GYU8tpK+lZiisibOsCAHQCAGLtRWJOLaetpGcproiwrQsA0AkAiLUXiTm1nLaSnqW4IsK2LgBAJwAg1l4k5tRy2kp6luKKCNu6AACdAIBYe5GYU8tpK+lZiisibOsCAHQCAGLtRWJOLaetpGcproiwrQsA0AkAiLUXiTm1nLaSnqW4IsK2LgBAJwAg1l4k5tRy2kp6luKKCNu6AACdAIBYe5GYU8tpK+lZiisibOsCAHQCAGLtRWJOLaetpGcproiwrQsA0AkAiLUXjXncO4lUAZy2kp6luCLCti4AQCcAINZeBAAMOhTjiMCa0DhCShHktgpTdAB4/P/+zrn5fP4bL31Q++13v9D+ZS4Xc6AXsUXIAoC9rwxqhiZki5BShF32ilZkAPjHpJemOvG/lL/9Uf7bEy93xLiYA72ILUIUAAb4yqBmaEK2CClFDMpi8YkKAH8zr+hL+W/vVX75SjvIxRzoRWwRDEUMBsAQXxnUDE3IFiGlCJdsFpGIAJD0yF96+Z8Wt+bptdmyUz48l1yifbC4X1/845nvt6JczIFexBYhCACDfGVQMzQhW4SUIgiyWgyiAcDjr8/nn1oOx/7khaJTvr341/fSfyVd9tOtMBdzoBexRcgBwDBfGdQMTcgWIaWIobksMtEAYNEPT3wz/+FefqmW9M5Xyl9qL9UkWjzsXuQDAIb5yqBmaEK2CClFDMljEYoGAPfKC7Xssu3LyT/er3TO4pdVuZgDvYgtQg4AhvnKoGZoQrYIKUUMyWMRiuE9gKJPvl29PX9bf68u0eJh9yIfADDMVwY1QxOyRUgpwjJrxSpGANQvzmoXc0u5mAO9iC1COAB6fWVQMzQhW4SUIgZkrhjFAIB8iPbDF6pz9HoGayVaPOxe5B0AjH1lUDM0IVuElCIGZK4YxQCAfIi29gSv8VMmF3OgF7FF0Bex03wTbAgAjH1lUDM0IVuElCIGZK4YRQ+AYmaeuqN+fCnysiGZygDg9jfMfeVWDgRFJHIAfFhM1150zcrN+eL3AECk2tlxJ4CFr1yKgaCoRA2A5AndcoRW3VFzudwe4j6aLYK8iBwA3QHkvjKoGZqQLUJKEfa5K0oRAyDtp8spGvWOimcANhGBZQ/nZwBWvjKoGZqQLUJKEda5K07RAuDDF8t+iofADhGBZQ9XANj5yqBmaEK2CClF2OauSEUKgOQ5XTlFGwAYHhFa9nCbBmrpK4OaoQnZIqQUYZm7YhUlAH5U66d4D8AhIrTs4QQAW18Z1AxNyBYhpQi73BWtCAHwfrI/R2V19mTc9pXqp3gT2DgitOzhAgBrXxnUDE3IFiGlCKvcFa/oAJBs3bFcpHcprAU0OCK07OEAAHtfGdQMTcgWIaUI07wVucgAkPTTxqVY9eIsuW/HaqDGEaFlj+EAGOArg5qhCdkipBRhkbtiFhUAkvv0TzduxRvrtreeAQMA0WSPwQAY4iuDmqEJ2SKkFGGeu6IW4ZaQzX6a3p4veyd2BLOLCC17uGwJae0rg5qhCdkipBRhnLviFg0Akhvx1iPe5d6tLy33bm3fAAAAsWSP5msApgAY5iuDmqEJ2SKkFGGXwaIVDQCSG/Walr32XuVXr7TDXMyBXsQWIQcAw3xlUDM0IVuElCIo8loEIgFA+qJ+V0fNpnAnOvFyR5yLOdCL2CLEAGCgrwxqhiZki5BShHNWi0MkAEju1Ls76uIu/QuLH3/ppfZ9/AEAoI4ILHsMBMBAXxnUDE3IFiGlCKeMFo8YNoQxl4s50IvYIkYugtNW0rMUV0TY1gUA6AQAxNqLxJxaTltJz1JcEWFbFwCgEwAQay8Sc2o5bSU9S3FFhG1dAIBOAECsvUjMqeW0lfQsxRURtnUBADoBALH2IjGnltNW0rMUV0TY1gUA6AQAxNqLxJxaTltJz1JcEWFbFwCgEwAQay8Sc2o5bSU9S3FFhG1dAIBOAECsvUjMqeW0lfQsxRURtnUBADoBALH2IjGnltNW0rMUV0TY1gUA6AQAxNqLxJxaTltJz1JcEWFbFwCgEwAQay8Sc2o5bSU9S3FFhG1dAIBOAECsvUjMqeW0lfQsxRURtnUBADoBALH2IjGnltNW0rMUV0TY1gUA6AQAxNqLxJxaTltJz1JcEWFbFwCgEwAQay8Sc2o5bSU9S3FFhG1dAIBOAECsvUjMqeW0lfQsxRURtnUBADoBALH2IjGnltNW0rMUV0TY1i0CdBsNkdsqTAEAsfYiMaeW01YSshRfEbFaFwCgEwAQay8Sc2o5bSUhS/EVEat1AQA6AQCx9iIxp5bTVhKyFF8RsVoXAKATABBrLxJzajltJSFL8RURq3VrAFAFkNsqTAEAsfYiMaeW01YSshRfEbFaFwCgEwAQay8Sc2o5bSUhS/EVEat1AQA6AQCx9iIxp5bTVhKyFF8RsVoXAKATABBrLxJzajltJSFL8RURq3UBADoBALH2IjGnltNWErIUXxGxWhcAoBMAEGsvEnNqOW0lIUvxFRGrdQEAOgEAsfYiMaeW01YSshRfEbFaNw/YwXsAzgIAYu1FYk4tp60EZCnGImK1LgBAJwAg1l4k5tRy2kpAlmIsIlbrLgN2dloEAABsBQDE2ovEnFpOW02fpTiLiNW6AACdAIBYe5GYU8tpq+mzFGcRsVoXQ0B0AgBi7UViTi2nrQRkKcYiYrUuAEAnACDWXiTm1HLaSkCWYiwiVusWAZgG6iwAINZeJObUctpKQpbiKyJW6wIAdAIAYu1FYk4tp60kZCm+ImK1LgBAJwAg1l4k5tRy2kpCluIrIlbrAgB0AgBi7UViTi2nrSRkKb4iYrUuAEAnACDWXiTm1HLaSkKW4isiVusCAHQCAGLtRWJOLaetJGQpviJitW4NAJgG6iQAINZeJObUctpKQpbiKyJW6wIAdAIAYu1FYk4tp60kZCm+ImK1LgBAJwAg1l4k5tRy2kpCluIrIlbrAgB0AgBi7UViTi2nrSRkKb4iYrWuUQC5rcIUABBrLxJzajltJT1LcUWEbV0AgE4AQKy9SMyp5bSV9CzFFRG2dQEAOgEAsfYiMaeW01bSsxRXRNjWBQDoBADE2ovEnFpOW0nPUlwRYVsXAKATABBrLxJzajltJT1LcUWEbV0AgE4AQKy9SMyp5bSV9CzFFRG2dQEAOgEAsfYiMaeW01bSsxRXRNjWBQDoBADE2ovEnFpOW0nPUlwRYVsXAKDTpACAIAiCphPuAGK9jBJzajltJf0ylSsibOviDoBOAECsvUjMqeW0lfQsxRXhpXVbK/sAAPwCAALrRQQRvQG6Nbjsi+C0FQAweqUAAK8EAATWiwgiAACKCNlNyBcBAHglACCwXkQQAQBQRMhuQr4IAMArAQCB9SKCCACAIkJ2E/JFOBQBAIwvACC0XuQeQdZRAQDeIkKzLgAwvgCA0HqRewQAQBEhuwn5IgAArwQAhNaL3CMAAIoI2U3IFwEAeCUAILRe5B4BAFBEyG5CvggAwCsBAKH1IvcIAIAiQnYT8kUAAF4JAAitF7lHAAAUEbKbkC8CAPBKAEBovcg9AgCgiJDdhHwRw4vYMZ1eDADQCQAIrBcRRAAAFBGym5AvAgDwSgBAYL2IIIKsoyYRa4m0RXDaCgAYvVKDi9jZaRkLAGAXABBWL6KIAAAoIkQ3IWMEAOCVAICwehFFBFlHBQB4iwjMuhgCmkAAQGC9iCACAKCIkNyEnBEAgFcCAALrRQQRZB01jQAA2IoIzbqYBjq+AIDQepF7BABAESG6CRkjAACvBACE1ovcI8g6KgDAW0Ro1gUAxhcAEFovco8AACgiZDchXwQA4JUAgNB6kXsEAEARIbsJ+SIAAK8EAITWi9wjAACKCNlNyBcBAHglACC0XuQeAQBQRMhuQr6I4UVgT+AJBAAE1osIIkgBsNb5IgAAwBvhpXUBgAkEAATWiwgiAACKCNlNyBcBAHglACCwXkQQQQmAtbVOAgAAvBFeWhcAmEAAQGC9iCDCCACGL4IBAIxFxGpdAIBOAECsvWgcAGAIiLGIWK0LANAJAIi1FwEA3Z+oD8UuQnYT8kVIKYLcVmEKAIi1F40EAEwD5SsiVusCAHQCAGLtRWMdNwDAVkSs1gUA6AQAxNqLAADrQ7GKCKgJrSKkFEFuqzAFAMTaiwAA60OxigioCa0ipBRBbqswBQDE2osAAOtDsYoIqAmtIqQUQW6rMAUAxNqLAADrQ7GKCKgJrSKkFEFuqzAFAMTaiwAA60OxigioCa0ipBRBbqswBQDE2otGOm5sCs9XRKzWBQDoBADE2osAANtDsYsIpwntIqQUQW6rMAUAxNqLAADbQ7GLCKcJ7SKkFEFuqzAFAMTaiwAA20OxiwinCe0iRiqi11fktgpTAECsvUjMqeW0FQAweqUAAK8EAMTai8ScWk5bAQCjVwoA8EoAQKy9SMyp5bQVADB6pQAArwQAxNqLxJxaTlsBAKNXakQAaAPIbRWmAIBYe5GYU8tpKwBg9EoBAF4JAIi1F4k5tZy2AgBGrxQA4JUAgFh7kZhTy2krAGD0SgEAXgkAiLUXiTm1nLYCAEavFADglQCAWHuRmFPLaSsAYPRKAQBeCQCItReJObWctgIARq/UOEWsYRoojQCAWHuRmFPLaSsAYPRKAQBeiRoA9+bPfL/86eG5ealPfdD8sos50IvYIiQCwMZXBjVDE7JFjFLE2lo3AQAAWxEDYNEzqx313hwAGBQRevawBYCVrwxqhiZkiwAAvBItAD58cV7rqO8DAMMiQs8elgCw85VBzdCEbBEYAvJKpAD4yaKf1jrq2/P5K5rvu5gDvYgtQhwALH1lUDM0IVsEAOCVKAGQjcxWOuqHL8xPfFMT4GIO9CK2CGkAsPWVQc3QhGwRIxWBaaA0ogPA47/J7sgrHbUxctuSiznQi9giZAHA3lcGNUMTskUAAF6JDAD/mFymffJPax313nz+aV2MiznQi9giRAFggK8MaoYmZIsAALwSFQAWd+Xz+Zc+uFfrqO/P51/WBbmYA72ILUISAIb4yqBmaEK2CADAKxEC4JPfSK/NKh215xkwABBt9rABgLWvDGqGJmSLAAC8EhkAfvcbyf9qHXXReZ/5/k/+ZHEPf+KL3+sKcjEHehFbhCgADPCVQc3QhGwRIwIAs4DcRfwiWK2jPjw3/+Tv5bO1v9h6CwAAUEeEnj2MATDEVwY1QxOyRQAAXokTALX3Navv63x8KdqyoXBl5atJagiNqxQAU1ciAHECIHlf88SX/ung4PGPkzd5yokbAABkJytfTVJDaFwBADTiBMDbix+WY7SPF/9uP7hzuT3EfTRbhPQhoD5fGdQMTcgWIaUI69wVpzgBUNXjr+sXbZFo8bB7kZhTS+4rg5qhCdkipBRhYitoNAAk9+2tT1zMgV7EFuETALp8ZVAzNCFbhJQiTGwFjQeAh+fa67e4mAO9iC3CKwB0+MqgZmhCtggpRZjYChoPAF0LeLmYA72ILcIrAHT4yqBmaEK2CClFmNgKwh1AtL1o2HH3Tr+2L4LcVwY1i7kJmSOkFGFiK2g8AHR94mIO9CK2CK8A0PGJQc1ibkLmCClFmNgK4gRA/drsfcwCsogQmz0EAKDXVwY1i7kJmSOkFGGZuWIVIwCShRyLRRuTTT1aKzi6mAO9iC1COAB6fWVQs5ibkDlCShGWmStWMb8Ilr+k09zUNZOLOdCL2CL6AEBcBLmvDGoWcxMyR0gpwjp3xSlOAGRruSev7P/oXNeLwACAf9lDAgD6fGVQs5ibkDlCShEDM1hsYn0IfO9cZdGuji08XMyBXsQWIR0Afb4yqFnMTcgcIaWIAdkrRvHOAnr4Yt5NT7zc8W0Xc6AXsUWIB0CPrwxqFnMTMkdIKcIyc8Uq7mmgP/6d5GrtN7/RsRsAAKCOEJs9ZABA7yuDmsXchMwRUoowzllxixgAdnIxB3oRW4RAAAy1lfQsxRXhm3W7J5cBAPwCAMLpRVQRfR11gmmgQ20FAIxeKQDAKwEA4fQiqggAgCJCahNyRwAAXgkACKcXUUWoA9bWugkAAExSRDjWBQCmEgAQTi+iigAAKCKENiF7pYYVAQBMJAAgoF5EFIEhIIoIqU3IHQEAeCUAIKBeRBQBAFBESG1C7ggAwCsBAAH1IqIIso4KAJj+DPYAACAASURBVPAWEZB1AYCJBAAE1IuIIgAAigixTcgcAQB4JQAgoF5EFAEAUESIbULmiEFF2A0tAgB0AgDC6UVUEQAARYTYJmSOKAJ2EhkWAQBMJQBAdi+aolIAAEWE2CZkjhgCAMvpxQAAnQAA2b1oikoBABQRYpuQOQIA8EoAgOxeNEWlAACKCLFNyByBISCvBADI7kVTVKoPAHgPwCRCbBMyR9QAYFoEADCVAADZvWiKSgEAFBFim5A5YhAAMA10KgEAsnvRFJUCACgixDYhcwQA4JUAANm9aIpKAQAUEWKbkDkCAPBKAIDsXjRFpUYugtNWAMDolQIAvBIAILsXTVEpAIAiIvQmBACCEAAguxdNUSkAgCIi9CbsO+4dm2mgAMBUAgBE96JJKgUAUESE3oSkAMCOYFMJABDdiyapFABAERF6E/Yc985OiwAAgEABAJJ70TSVAgAoIkJvQgAgCAEAknvRNJUCACgiQm9CDAEFIQBAdC+apFIAAEVE6E1I+xB4UBHaAHJbhSkAQHQvmqRSAABFROhN2HvcVtNAhxWhCyC3VZgCAGT3oikqBQBQRITehABAEAIAZPeiKSoFAFBEhN6EAEAQAgBk96IpKgUAUESE3oQAQBACAGT3oikqBQBQRITehABAEAIAZPeiKSoFAFBEhN6EAEAQAgBk96IpKgUAUESE3oQAQBDSAeDWlec2N2azlc2nzrzJUriLOSLpRVNUCgCgiAi9CY0AgPcApEsJgBunZjUdZWCAizki6UVTVAoAoIgIvQkBgCDUDYD9KxuzllbOvkdcuIs5IulFU1QKAKCICL0JAYAg1AmA68v0v3n6968udOX0Zo4A2sJdzBFJL5qiUgAARUToTQgABKEOAOydTId8Ltau9x98K/3t4bcoC3cxRyS9aIpKAQAUEaE3ofRTS26rMNUGwPYizx/qGu3JxoWeJizcxRzoRWwRAABFROhNKP3UktsqTDUBsP/q4jL/ourb14/MZk/QPQlwMQd6EVsEAEAREXoTSj+15LYKU00APHpW/6z3+sZH/pyscBdzoBexRQAAFBGhN6H0U0tuqzDVAsD/2nOBv/9/AQBCLM4VAQBQRITehNJPLbmtwhTeBI61F4k5tZy2kp6luCLCti4AQCcAINZeJObUctpKepbiigjbugAAnRQA2L9w+vnaWNDe+SOET3+XcjEHehFbBABAERF6E0o/teS2ClMKADx6dlZ/2Nv6BYVczIFexBYBAFBEhN6E0k8tua3CFAAQay8Sc2qpXQUAhG5dAIBOLQDcShZ/uPrGxmzltasVvToDABiKiDV7AAC8EWFbFwCgUwsA9zuWgcu0Sl64iznQi9giAACKiNCbUPqpJbdVmGoPAW2pAPB58sJdzIFeRBXBt2gXAMBbRKzWBQDo1AbAo2e7sv/K0a/SF+5iDvQiqggAwOlQJDThFEVIP7XktgpTpg+BWeRiDvQiqggAwOlQJDThFEVIP7XktgpTkwIAkqAUAFNXAoKgCaR6EWzrv7hI/t5XSy5XB7iMoorg27wbdwC8RcRqXdwB0EkFgFdpV/7vlos50IuoIgAAp0OR0IRTFCH91JLbKkyph4BWGJ76NuRiDvQiqggAwOlQJDThFEVIP7XktgpTeAgcay8CAGgORUITTlGE9FNLbqswpR4Cwh1A2L0IAKA5FAlNOEUR0k8tua3ClGo56O3ZbJX9KbCLOdCLqCIAAKdDkdCEUxQh/dSS2ypMKfcDWBDg8Gvv8hbuYg70IqoIAMDpUCQ04RRFSD+15LYKU6ohoJtXz2dvAG8WOorF4MiLkJA9AACnQ5HQhFMUIf3UktsqTKkfAreE1UDpixCQPXbwJrDToQhowkmKmO641xP1BpDbKkwBAJH2IgCA6FAENOEkRQAAQUg9BNTSNWwJSV7E9NljZ6dFAACAIgIA4CoCACAUNoWPtBcBAESHMn0TTlMEABCEAIBIe1ERgSEgt0MR0ISTFDEtAPoDyG0VpgCASHsRAEB0KAKacJIiAIAgBABE2ovKCEwDdToUCU04RRG6415LxFYEAEAoLQBunNrIdgNjWhraxRzh96KxKgUAOB2KhCacoggAIAhpAHC9sj38ylmOwl3MEX4vGqtSAIDToUhowimKAACCkBoA2/W3ADh2B3AxR/i9aKxKAQBOhyKhCacoYjIArGMWEKGUANhNsv6hM9du37555Ujy78/TF+5ijvB70ViVAgCcDkVCE05RRB8A2IoAACilAkDyKvDKxfynGxscLwIDACKyBwDgdCgSmnCKIqYCwPq6hgAAgK00y0FXNwS4v8FxC+BijvB70ViVAgCcDkVCE05RBAAQhFQA2GqM+if7A5AX7mKO8HvRWJUCAJwORUITTlEEhoCCkOmewItbgCewFhB5ERKyB14EczoUCU04RREAQBAy3ROYZZNgF3OE34vGqhQA4HQoEppwiiI0x72GaaDeCACQ2otGqxQA4HQoEppwiiIAgCBkuik8hoBYipCQPQAAp0OR0IRTFKE+7rW1bgIAAAKleQi8qvuZRC7mCL0XsRch5tRy2goAGL1SAIBXUgEgeQ+ssvzDdZY3wVzMEXovYi9CzKnltBUAMHqlMATklVQA2H91kfKPLwd99i8vfqAfAQIAos0eAABvRPAAwCwgIimXgrifLgV36PTp08+lK0HUHwnQyMUcwfeiMSrF21EBAOYixFqXdRooAEAp9WJw9zeqa8Fx5H8AYOrsAQC4HwoA0A4AALyRZjnovfNl/j/GsiGAiznC70UjVAoAcD8UAKAdAAB4I/2OYDcvPLe5+dTz15gKdzFH+L1ohEoBAO6HAgC0A3gBYBZAbqswhS0hxfaiESrF3FEBAN4ixFoXAPBGAIDYXjRCpQAA90MBANoBNneWmgEdAIBfAIDYXjRCpQAA90MBANoBAIA3AgDE9qIRKiXhYR0AwBABAAAAZlIDYP/GqdpEUCwGx1AEAAAAcEQAAACAmZQA2Ds5awgAoC8CAAAAOCJ8si4AMKV0ewIDAOxFAAAAAEeET9YFAKaUZk/g2cqxq1Vdw3LQ5EVMmz2Y12zRdG0AgDfCJ+sCAFNKvR/A7CNvcRfe39QAAGelAADjQ5HahNMVAQAEIfWOYAzLPzfV39QAAGOluNdtBwCYiwjDugDAlDLdEpJF/U0NADBWCgAwPxShTRiAdQ33eLcugtxWYQoACKIXYQio21YAwOiVAgC8knpLSJYFoOvqb2oAgLNSAIDxoUhtwumKIDru9XUNAQAAdmm2hHyavfD+pgYAWCvFvBQEAMBbRAjWBQCmlfJFsDFuAfqbGgBgrdQI7wH092xOWwEAo1cKQ0BeSQmA/VdnK2fe5S28v6kBANZKAQCGhyK3CScrAgAIQk0APDq1udSRbCvIzUJH8SYweREhA0B3cw8A8Eb4ZF1MA51SLQC0l4DAUhB8RQAAAABHhE/WBQCmFAAQRi8SCAAMAXEXEYZ1AYAp1QTA/s2rKmEtIPoiAAAAgCPCJ+sCAFMKG8KE0YuGAwDvAZgcitgmnKwIACAIUQPg3vyZ71d/fvzdL8zn89946YOuL/c3NQDAWil/AGDjK4OahdOEkxVBddzYEGZSEQPg4bl6R/3RuXmmEy93fLu/qQEA1kp5AwArXxnULJwmnKwIACAI0QLgwxfntY56b17qlfbX+5saAGCtlC8AsPOVQc3CacLJigAAgpAWAMtdgVeOXjR7/vuTRT+tdtTFddviEu2Dxf36uXnjFj5Vf1MDABNUShwALH1lUDM0IVsEAOCVNAC4XtkTfuWswd96mN6XVzrk24ufvld89OlWQH9TAwATVEoaAGx9ZVAzNCFbhJQiDBIWpAPAdv0tgN6l4R7/TXZLXnbUpHfmN+j3ei7VJFo87F7Ef9w0ewLb+8rgWNCEbBFSiujLV1AqJQB2k6x/6My127dvXklXhejZIOwfk8u0T/5ptT++X/nh8dfn8y83Y1zMgV7EFiEKAAN8ZXAsaEK2CClF6G0FLaUCQPJG8MrF/KcbG30vAn/4wqKffumD2gXZ29Xb87f19+oSLR52L/IDAEN8ZXAsaEK2CClFaG0F5VIBYHtWWw76/kbPLcCio37yG/U78vrF2eKTTzUnbbuYA72ILUIYAKx9ZXAsaEK2CClFaG0F5VLvCFYf9V8AYVX3dz783W8k/6t21OTirZyj1zNYK9HiYfciMadW688hvjKoGZqQLUJKEVpbQbnUewLX94NZ3AI8YTAXtNodH56bn/hm8Un9p0wu5kAvYouQBIAhvjKoGZqQLUJKESa2gow3hTfcJd6so358qQH1haKUla9Grx0E+SpeAFRuzhc37gAANFBWvhq9dhDkqxQASDaEJBgCUnTUXC63h7iPZouQPwSk95VBzdCEbBFSijCxFaR7CLyq+1khdUfFMwCbiNCzBx0A8AxgoiKkn1oTW0FKACTvgVWWf7je/yZYKjwEpokIPXs4AgAPgXsiwrYuAEAnFQD2X12k/OPLQZ/9y4sfTEaAAACiiNCzBwDAGxGqdS8lAgAIpVwK4n66FNyh06dPP5euBFF/JKAS3gOgiQg9e7gAAO8B9EeEal0AgFrqxeDub1TXgjPL/603NsuO+j7eBLaIkJg9DF/stS6C3FcGNYu0CUeoFKVLAAB+aZaD3jtf5v9jhhvCYy0gmgiJ2UMKALAWUH8EAAAAmEm/I9jNC89tbj71/DXjP3evsWpjcXGW3LdjNVDjCInZQwwA+nxlULNIm9B7ANwBAIhFvCdwraM21m1vPQMGALzKHmIA0Ocrg5pF2oQAANQQJwCS2/Nl78SOYHYRErOH/dZ9TADo85VBzSJtQocidhIZRFC6BADgFysA0r1bX1ru3dq+AQAAvMoecgDQ4yuDmkXahAAA1JACAHvFXjAHj55dOWP4CLg1Ke/evNQr7W+7mMPLXmQcITF7yAFAj68MahZpE3oPgPQh8CUAgE6dANg7WXntK5kOarQnfKLmrOwfnVt20xMvd3zbxRxe9iLjCInZQxAA9L4yqFmkTQgAQA11AWC7Nu8/2xz+uNmfa72W8/i7X1h00196qfkKQCoXc3jZi4wjJGYPSQDQ+sqgZpE2oUsREgBwaSkAgEwdAMgyfrHyz/6NU8nPqwyFu5jDz15kGiExe0wJgKG2AgDIijADwDrrLCAAgFxtACTLwDVG/e+fNFwLzlIu5vCzF5lGCMwepF0bAOCNCBQAGAIiVwsAySpwH3mr8ctHzxouBmcnF3P42YtMIwRmDwDALkJgE/IDYH1dYxMAQKBaANjtXPcneRJMfwvgYg4/e5FphLzsQdu1AQDeiFABgGmg1GoBQLHzi+GGMHZyMYefvcg0Ql72AAAsI+Q1oVsRIoaAAABqNQGQjAB1XervcowBuZjDz15kGiEwe2AIyC5CYBMCAFBTTQCoNn+/v2G0KbydXMzhZy8yjRCYPQAAuwiBTehSxE7rRQC1TRgrBQAQyxQAqt87ycUcXvYi4wiJ2QPTQK0iJDah9wDActDUAgAAAMMAAMAqQmITDi9iZ6dFAAAgBHU8A+jc/Ov+Bp4BMBThU/YAAKwiJDYhAAA11DULCA+BRyvCp+wBAFhFSGxCDAFBDbUAsN053zOZHPQ0eeEu5vCyFxlHSMweAIBVhMQmHAkAjLOAzAPIbRWmWgDofuVrl2UtCBdzeNmLjCMkZg8AwCpCYhO6FGGxGBwA4I/aawFtdSwFkVABS0EwFOFT9gAArCIkNiEAADXUBkC6/v/F2q9ubGAxOJ4ifMoeeA/AKkJiEwIAUEOq5aAPX8wv+PdvnLTYEMBKLubwsxeZRkjMHgCAVYTEJhwBAGJOLbmtwpRqQ5hkTeijp0+f3tyY2WwIYycXc/jZi0wjJGYPAMAqQmITCgNANqcHAJhSnVtCXl9m/ULGW0Laqb+pAYAJKgUAUERIbEIAAGqoe1P4B5dr6d98U3g79Tc1ADBBpUYugtNWAABVEaZ7AgMAfqkbAAvduLCZjQN9rjkliE79TS0mSzEVEUn20AZw2goAoCoCAAhTSgCMof6mFpOlmIqIJHtoAzhtBQBQFcEBgDsAwOQCAACAiYvgtBUAQFUEABCmegHw4Pa7bIX3N7WYLMVURCTZQxvAaSsAYPRKAQBeqQ8ALMtA5+pvajFZiqmIWLMHAMAb4Yl1AYDJBQB434vIIwAAiojQm5DqIbDh4p7WRZDbKkwBAL73IvoIAIAiIvQmBACCEADgey+ijwAAKCJCb0L34760FAAwoQAAz3sRQwQAQBERehMCAEEIAPC8FzFEAAAUEaE3IYaAghAA4Hsvoo8AACgiQm9CACAIAQC+9yL6CACAIiKcJlxLZBxhUwSmgU4uAAAAmLgITlsBAARFAAABqxcApzaPAgBsRUyXPcbYuQkA4C0CANAEkNsqTGEtIACAqwgAgLkI3wGA1UCnFwAAAHAVAQAwFzGWdQGAcAUAAABcRQAAzEUAAJoAcluFqSYAHp3aVIn+WUB/UwMAbEUAADSHAgAMLgIAmF4tADw7U4l+NlB/UwMAbEUAADSHAgBQFGEVAQDQCQAAANiKAAB4iwAANAHktgpTTQDs37yq0jXyreFdzOFdL7KKAABobCU9S3FFkBax1j0NSPipJbdVmMJDYACArQgAgLcIAEATQG6rMAUAAABsRQAAvEWMY921tW4CCD+15LYKUwBApABYV88DBQAoIgAAtkoBAHQCAAAAriIAAOYiMASkCSC3VZgyA8D+7ds3v/LPMAuIvIjJetH6upoAAABFBADAVikAgE5qAOydxzRQ9iIAAACAI4K2CEwDDVdKAOxu4D0A/iIwBAQAcEQAAACAmVQAaL8QdugM3gMgLwIAAAA4IgAAAMBMKgBsL1L+8du3Ts5W/t3t21eOLH76PH3hLubwrhdZRYxQBKaB0hwKAJBr4AaPAMCUUgFgazZbzf739OJ/+6/OZk+Q3wAAAADAHQCAIwIAAADMpABAkvGTS/7djAPpiBD9LYCLObzrRVYRAACNrQAAiiIAgHClAEC+FfD9jeWV/3Z2K0ArF3N414usIgAAGlsBAARFmO4IBgB4qB4AFHvCFySAAlECgKnrAPmgFAAG30vyP3tlIFr1AGD/1dnKV6u/IJXL1YFvl1F2EbgDoLEV7gAIirC5A5BzasltFabUzwDSxJ8/CwAAeIoAAAAAjggAAAAwk2YW0OeX/0/H/u9vAAAMRdBnj51EBhHYE5joUMIHgGkEAOChVADYXb75u72c/7nLMQ/UxRyh9iLXIgAAAGAa617CQ2APpXsTeOVseuWf3AIk/1slL9zFHIH2IuciAAAAAAC4AwAYSrkW0PZy9Z+txf9XkjeB8R4AQxEAAADAETGBdS8tJeXUktsqTKlXA93OAFAsCrRKX7iLOcLsRQRFGAJAzqnltBUAMFqlAAAvpdkPYO98+hRg79U0/x9neAvAxRxh9iKCIgAAg5rJbkL3iCmsiyEgH2WyIcyDq1evsrwE5mKOQHuRexEAgEHNZDehewQAAACYCVtCyupF7kUAAAY1k92E7hGTWBfTQD0UACCsFzkXAQAY1Ex2E7pHAAAAgJkAAGG9yKGI7I1NAMCgZlKbkCoCAAAAzAQACOtFDkUAAC1bAQBuRWgmCwMAQUgNgP0rm9gTmLsIAAAA4IiYDAB4COyZlAC4j03hvQTATutNMInHDQDwRgAAAICZzDeFBwAYiqDNHgBA01YAgFsRAEDo0m0Kv3LsalXXsBgceRHkANjZaRFA4nEDALwRZEUAAIFLsycw/RV/Uy7m8KkXAQC6AE5bAQCORdgAYGARAMCUUu8IxrD4W1Mu5vCpF2EISBfAaSvpWYorAgAAAMzUsyUkr1zM4VMvAgB0AZy2kp6luCIAAADATABAYADANFAAAAC4AwAYqmdPYF65mMOnXgQA6AI4bSU9S3FFAAAAgJk0s4CeZi/cxRw+9aKRssda8SKAW6UAAIqIIACwbr9vkJRTS26rMKUCwCi3AC7m8KgXAQDaAE5bSc9SXBEAAABgJt2bwCtn3uUt3MUcHvWikbLH2lpBALdKAQAUESEAYH1dQwDhp5bcVmFK9RD41Ga2FMTKZqGjeBOYvAgAAADgiAAAAAAzad4DwFIQ/EVgCAgA4IjAEBAAYCYAAACwKIIqAgDgjQAAAAAzqaaB3rzaEtYCoi+CthcVL4K5VQoAoIgIAgCYBhq6sCEMAGBTBFEEAMAbAQAAAGYCAAAAmyIMIy717A4FAPBGAAAAgJkAAADApgjDCAAAAOCrFABAJwAgMAAQVAoAoIgAANgqBQDQSQuAG6fSlwFWjl4kf/6bysUcPvUiAEAXwGkr6VmKK4KqCKsdwYYVAQBMKg0Arld2BV45y1G4izk86kURAuAOAAAAcFUKACCUGgDb9bcAOJaGczGHR71orOyxBgA0bSU9S3FFAAAAgJmUANhNsv6hM9du37555Ujyb4YNwlzM4VEvAgC0AZy2kp6luCIAAADATCoAJK8Cr1zMf7qxwbJFsIs5POpFAIA2gNNW0rMUV4Rv1mUogtxWYUqzH0B1Oej7Gxy3AC7mQC9qRQAALVtJz1JcEb5Zl6EIcluFKRUAthqj/gsgrJIX7mIO9CK2CIIiLmXTgAAA1iJitS4AQCf1YnD1/WAWtwBPYC0g8iJCzR4AgPdNODRCShHktgpTppvCs+wS72IO9CK2CPciLi0FALAWEat1AQA6AQCx9iIAwOhQBkd43oSDI6QUQW6rMKVaDrq5JTCGgFiKCDV7YAjI+yYcGiGlCHJbhSnNQ+BV3c8kcjEHehFbBABAERFEE8o87lEBkO6N1b74vU86Mz4thOFNq36pAJC8B1ZZ/uE6S/1czOFHLxoa4Xv2wDRQ75sQAMiUbY7YWgghdADsv7qo0fEl9/Yvd0LQWS7m8KMXDY3wPXsAAN43IQCQKQNAfUD8IHwApAc4mx06ffr0c0c6zwCBXMzhRy8aGuF79gAAvG9CACDTcnv05vVv8ABYEqBYDpQh/wMAZL1owJotAIDhoQyM8B0AfU0o/dRSuWkJgOYgUPgAONg7X+b/YywbAriYw5NeNDACAKCxlfQsxRUBAJADoHEJHAEAFrp54bnNzaeev8ZUuIs5POlFAyMAABpbSc9SXBEAADkAGoNAcQCAWS7m8KQXDYzwHQDYEQwAYKmUeQCVmwoA1AeBAAACuZjDk140MMI6gBcAPbP6AYBpigAANAFUbkoXxv+DjeYgkB0AHqR7qmyeWd5E7J1PfqzstJsDYL/+vYpupSGHnrrY+iQdq185/q75IVUFAAAA/QEAgMhEyH8TZ9Xo1kUMjRgfAF/dbg4CVQGwNau/Jlv+nAQvov4hn1CTMiSdVZ/q8FcrhSwAUHyvmIG/1I2TnbvzbiV1WM7WWRl2A9EEwKNTm0f/PP1fS0ftb3genpuX+tQHzY9dzOFHLxoaAQA4+Ep/LMsyjQ9laAQAwFApi4ABtupUBoD0vajqIJANALZqsymzP1V/spwBoLoL7+G3Kn/w8qyqEg4JAP5jPkRFBIBs0bdy4KvUgBGve3MAYFCE7wCwKWKAa/W+MqiZxCaUZd3e9fykn9oBtupUBoBsVnxlEMgCAP+hmkVrOChuKtJ8u6lKt7WIalkJAP7n+l+yFS8A3gcAhkUIBADbqR3gWr2vDGomsQllWRcAWGoJgIPGIJA5ANLr+TcPDvavp2M1SZpPBuwfXK7cAhRzTc+kn2zU0nx2Y3Bs8ScOHlxJP3q6UlA2KHTjZGuxCjM1AbB/8+q199L/tXTNHjFvz+evaD52MYcXvWhwBADg4CuDmklsQmHWxRBQphwAjUEgKwA8XcZU7iOulx8tv5eP++w9W/la/d4jrUb+01b55/YlPgT+8IX5iW9qPncxhx+9aGgEAODgK4OaSWxCYdYFADLlAGgkYhsArFY/KAfr01xe/V45xpKWtVoGVcaeKlHZ36uWbC9WADw8N3/m+5rPXczhRy8aGmEbsK55ESA8APT4yqBmAptQnHUxDTRVAYD6IJAFAMq8vlsfRtoufsoAUHmMu13EtV4RqJTcYMMQqTaEuXD6+dqIz975I/ZPGe7N55/Wfe5iDk960cAIAMDBVwY1E9iE4qwLAKQqAVAbBLIAQPlRemFfDtY3AFBNsGXa320+fk2r8fmiIMe30Vi3hHx/Pv+y7nMXc3jSiwZGWAasr2sIEB4AenxlUDN5TUgbAQAwAKA2CGQBgDLjJ0GVK/bdOgBqj3GLv7HdGuXZLr67NXz2Ty5WAPQ8AwYAPAHA0OFgLgCYzy2QnqW4IgAADgBUB4EsAFCO3+gBUJvIX9wdbDXRkIatdhY8QC0A3Epn/LyxMVt5rToF6NUB9xofvjB/5vs/+ZNz8/mJL36v6wsu5vCkFw2MkDUEJAwAfb4yqJnAJpRmXewHkKkKgMog0GAAVNJoHQD1wfz8s+prYxVlYRwAqG8DUJV1SQ/PzT/5e/ls7S+23gIAANQRrACweU23+P6QKeFMAOjzlUHNBDahNOsCAJlqubkcBKIHQP0COx/673ojqwaAgfP/c7WHgJqvnRWyftW49r5m9X2djy/lVnWooiT/m353mc2NVQJAhvp8NWHVApKoJp9Q9YvzYhBoYgBkX2YBQHeJK0ftZxsl72ue+NI/HRw8/vGL8+rEDQCAXJwAOJCV/3t9NWHVApKsNp9OdQAUg0BjDQGND4C84u6LXb89nz+zHKN9vPh3+8Gdy+2hH/fRQyOsA2xeBLMdApL2DKDPVwY1k9iEsVrXpyGgchBo1GcAqsEX4QCo6vHX9Yu2SLS4T73I6k1gWwBImwba4yuDmklswlit6xcA8kEgegC0ZwElfyMFgCrJ8wFguSQQoRb37a23N13MgV5UU6wA6PKVQc0kNmGs1vUMAMtBIA0Amks8mAKgmsrLvK+b6cMHAHo9p0IdmwAAIABJREFUPNdev8XFHOhFNUULgA5fGdRMYhPGal3PALAcBPoDNQAqr/9aAaDyJ7JCut8EPtg+9Lk3y4J9AUDXAl4u5kAvqilaAHT4yqBmEpswVuv6BoCDYt+WPC+XSzqkSlf8WS2CjQFQLaVc5KGxfEQNFqMBYP/27Ztf+WdODwVwB2ATMeg9AOOIkACAO4CJipB+at1sVaoNgOLdrDyXpxn/89WAQQCoQGR3Vqb25opvW2VprABIthrumHk0VPfwDMAighUAfZN6ugEgZxZQn68MaiawCWO1rn8AKF6WzTNi+nP+w162fe9qEWwOgNnqkgA3Npp/vdgJONtQeIkKTgDstt4ItgVA/drsfcwCsogAABx8ZVAzgU0Yq3U9BEA+CJRnxOyWYOXse8vdvA5tDATA7FDyN25ll95P10s7fDGZFHr9yKxyQ8AIgPb7B4fOWE4L+vCFyqKNyTberRUcXcyBXlSVDQB6V3YQDoBeXxnUTGATxmpdHwGwHAQqcvlu/Ur5zwYBYOUrtb+y2iytouqWkEwASKhz/Patk7OVf3f79pUjsyGbzlde0vnwxY4RIABgkl7kOwB6fWVQM8+bsDciUOvaBFjbSqEuACwHgcpcfrmSnVe+en8YAL66Xfkrxyul7Vf/fDXnMwJgKzuErayAhEH2604nl2rz9JX9H53rehEYACDpRdZPaO2HgOwr1RPhBIA+XxnUTFgTkkd4Yl3OIqxtpVAnALJhmUou/4dixPzwWwdDAVD+lWLIf6nrlQH5w2VlGF8EezWr9+7ySJIK2t8C3DtXWbSrYwsPF3OgF+WKDgB9vjKombAmJI/wxLqcRdjbqlvdAEiHZapPRfdvnEoW+z+WzNAfDICDB5ePJOuuXWxfbN86v5lk/83PvVX5Jf9SEIsaZzXcHlTSwxfzbnri5Y6PXcyBXpTLfo6m9TRQ+0r1RLgBoMdXBjUT1oTkEZ5Y1ybibiKLgAG2ilE9ACjWBCpIYKkf/05ytfab3+jYDQAAUEcAAA6+MqiZsCYkj/DEujYRAACLegCwuNPJbn/IV4dL5GIO9KJcUQLA0FYAwOiVAgC8kvoZQJr482cBAABPEQAAAMAR4Yl1bSIAABZpZgF9fvn/fAtMAIC+CAAAAOCI8MS6VhEAAIdUANhdPq7eXj6n3h0yD7RPLuZAL8oFAKhtBQCMXikAwCvp3gROJqMmE5eerk5sopSLOdCLcg2bBirn1HLaCgAYvVIAgFdSrgW0vZznmq5Fly5AYf8eQJ9czIFelAsAUNsKABi9UgCAV1KvBrrd2JV+lb5wF3OgFy1lv2EvACCsCekj/LCuVcTd8ikwAEAnzX4Ae+fTpwB72VJEx8mfAAAA6ggAgMZWAMDolbK+ngcAppTJhjAPrl69ypD+AQB1hHlA79JuIo8bAOCNkG9dWwDcvVsSAACg02hbQnap301ishRTEQAAAMARId+6AIAMRQqAuyb+k9+LEtkPAfWVAQBQRAAA2gAMAckQAOBzL0oEAGhsBQCMXikAwCsBAD73olSsO7YPrZRFEZy2AgBGrxQXADANlEVNADw6tanS0YCWggAAAACiQwEA7tgv1AMASFELAK29gAsFtRYQAAAA0ByKnwDYSURXKWsA3HVBBgBAJwAAAHAOAACmKSIqAEhfDXT/SrZl18/UZ8ynCbW9l9Z2mVC7txxraovnXdwWAPYvnG7rOQBgQBEuEQAAja0AAEXAxACoTuoMAwD38117V+u/9w0AXbpxcrnZMbUUTV1rUQCgLwAAUNsKAFAEMADAJiA4ABT5v5ns/QfA/uWubepJpGjqWosCAH0BAIDaVgCAIqCZ/0cGQHBDQFvFSHljzUzvAXAjRdsT9Jf/BwCAOgIAoLEVAKAI8A8AtnUit5VOyc6Ji4vkjgVz+gFgpokAsH+e7fL/AABQRwAANLYCABQBtABwmtMTAgAUaV79iScAuJ5e/h9jufw/mBIARo4FAIZXyqIITlsBAIoAAIBUaZrv3DDFZwDssV7+HwAA6gjZ2YO2CE5bAQDdATukD4EHPNIFAOQDILv859gHIFd/UzNlKTPHAgCjFMFpKwCgOwAAGKr9G6eSvHjo2JvV31ICYO98sgHj5pl64s0BcOt8UvzRi1RpWQmAbB+YlYtE5XSqv6kBgAkqBQBQREhuwp2dFgEI+pNFgK8A2L9cTPecHcqHRsoZQB3TeWxnAe2dLP7U2epW7BkAap+SSAWAf2C//D/AEJA6QnL2oC6C01YAQGcAADBMZf6dVdIjJQB2Nyp/7OkmAO7XPiU5pG4AZAd6mPXy/4AQADxvogMAoxTBaSsAoDuAdgjIbWk3fwBQy7/p7PiUAIQAaJTwVB0Ah+qfdg452aoLAPtXxrj8P5gSACFNAyWPAAAoIkQ3IQAwQNk6aSvH3138+9ap8iqcDgBZCYeTAf5b55d/cTULWBaSlr6fPZ59giJBdwBgefnf+26au/qbGgCYoFIAAEWE7Cac+kUw+yJsA8htlSbtckWcNAnn+d7lIXAFAGkJq+9VCmgAIC9979ku2AxRCwD7/yEt6WfYL/8PAAB1hOzsQVsEp60AAEUAAGCtNJVXrrp3K+m5BwDdagEg/e5qvYAaAMp5Q7tUY0Ct5aCzyT9nrrZ1jZwJLuZwvJ8EAAAAmkPxswkZADB0YQdfALDdvOiu/IIGALuz+tzQrSYAnq7/WYrHwGHsBwAAAACdtgIAFAFT7wdgX4RtALmtWq9iVZIwDQCaJaSPhFfL0iv4SRcfAgByAQAAQKetAABFAABgq44cXyZsEgC0/kia5VfLsqpPfaneDAYAAICJi6B2FQAAANyht1VyOd547LpdJGWSh8BJCfUkuzVrvAjW+ZGTTDaEYZOLOdwAcBcAAABoDsXPJiQGgEuARwBoXAOXY/YkAGg+Asi+tZr9EwDQeQMAAAA6bSU9S3FFhG3dSQDQTs8cAKjP7d8FAACA8SsFAFBEhN6E0k8ttasAAHq5mGNsAAgc5eSKAAAoIkJvQumnltpVkQDg0Wd7FgC6/1m6Z8Eu5nADwLAiAACOIsjs1GEr6VmKKwIAGOsZAOFDYBHPABa10W0AtneecjKQizla1/P02RkAGKUIMjt12Ep6luKKAABYAMA/C6hewhSzgJKaqZaBS7cIo1mFNJWLOQAAtggAgCIi9CaUfmqpXdXO8ZVp+iQA6H0PYLXyGd8zgPvJWnD1/W4y3Ug+IFmAKJeiqW0H6Je7u1htSGRipxYA+gK86kUAAM2hxNqE0k8tua1aKTd9UdfoTWAzAFTzfVnAanfpjA+B9y+n730du/hu+bsHb2TLn9IuEa1oagAg+OwBAPBGAAD0tnJYC8hwNdDmPpHZ4qDZv0edBbR3avny76HN0wttHln+qHs6MESKpraeojPWEFBfgFe9CACgOZRYm1D6qSW3VZrKK/k5XZBzOWuHBgCN1UCz3WGWP488DbRAQEXU6R8AUEeEnj0AAN4IXcBaIr5KSTm15Lbq2g8gT/qU+wHkoyz3W/sBrFb+APt7APtXjlSz/2GybegrUjX1oEn6Nuao/x4AmLQITltJz1JcEQAAAwA6dgRbrX7kDoCeHcFWK39glBfBbr1xIRkCev612wQldUjV1ACA2OzBUASnraRnKa4IAIABAKo9gQ/IANAuIc43gQUCgGmUybvswVAEp62kZymuCDcAGI3BSj+15LY6yHfLLVROiaECwMFulQCH/y0AAABwFQEA0ByKd03Ymf8BACMtZ0guR8XL35MBoMqY4+/FuhqoPABwzTT1LnswFMFpK+lZiisCAOABwAIB3zqVXKQfqr8pRQeAZPQ/efp66My78S4HDQCIzR4MRXDaSnqW4opo//5SoiRgDUNA3mirEx6kmhQAKiX+4w2wVpb/ecuAIDalAFhfKAOA/svwugxtqe4r6IQ7ADwDmLgITltJv0zlilDcART5v30LQNafpJxaclvxa3vzc62BJdK1dzoUDgDwIhhVBABAESGsCQEA+SpXFy1/pt+JvS4AAACYuAhOW0nPUlwR3QC4Uw4BaSOcbnelnFpyW/ErXVyiHPOvLgXEJgAAAJi4CE5bSc9SXBGt319qPAPQRgAA0yhdDnR2NF2F80G6+DL7DQAAAABMXQSnraRnKa4IDQD6p4G6TXmTcmrJbTWCdlvvATM/Ag4FALbmMIsAAEYpgtNW0rMUV0Tz92X+z24BtBEAwGTarqf/Ffb8LxIARnegoQKgmK/NV0RfBABAESGqCa0AgCGg6VRbbIJ+/eW2AIBJR5kAAACAI6LTVuvrGgIAAEK095XN5FXjlaNnGNZfbksgAMzuQMUDYODrlAAApa2kZymuCDcAYBpoPNIvB31hM30O/eizF3VfG6zulgMAAAAqW0nPUlwR7d/Xh4AAACiTBgD3s+GoBADP1t5PIJOiqcMYAnIAgLjswVoEp62kZymuCAAAADCTGgD5A+kMACwTUhVNLRIA1kUAAAAAcxG2AMimgRpEAADRSAmAZErqyrE3NpLMn66CvUpfuKqpJU4DtS9iUC+6hCEgSltJz1JcEW4AGHjtMjAAAJhSKgAkF/1PvJf8L730v87yToKqqQEAYdmDtQhOW0nPUlwRAAAAYCYVALazZYlyACQLk66SF65q6ngBcGkpYdmDtQhOW0nPUlwRit+vqwkAAKRaTsKcbT51cZRZmJNLAYBkVYrkir8AwO6M4TmwqqkBAInZAwCwipDYhACAVvtXanuyH36zP4RsZ65clktAO68YrQDA4u+mf7YAQPEPSqmaOl4AYAiI1lbSsxRXhBsAnCol5dTa+6ax5fusuuu7UuECIM33AMDgIoa9TgkAkNpKepbiigAA7G11f6OZ/01GPQAAB6maOmIAYBooqa2kZymuiBGKkH5qbV2T7t4+Wzn2Zprzb7+R3Q6s9oUFCgA8A3AtYuiSirgDoLSV9CzFFQEAWNtqqznmk90R9M19nBgAzlLNAlrO+skBkABhlbxwVVMDAKFnDwCANwIAsLVVegOw2v5V32VvqABI8He2BMA23gOwLcJhCAgAoLKV9CzFFQEA2Npqt2P7rfRl2J5kHCoA0gM7/l4GgL3zRs9DrKVqagAg9OwBAPBGAAC2tupK5OktwNNd39bHuUgMAB4Vc6KyNyNGXAsoDABIX1BFzKnltJX0LMUVAQAMAUAr1zd/uX/jVJIMDz3/Vu0rq4v/3zqffHK09fpYHnKs/VJB50d1AOx/K/vK0d83v/xW1aRb6sXgHtVmxR7m2JxG1dQAQOjZAwDgjQAAKO4AGqq+J1bkwyyufIVg5Wwt5HIZcujsgcFHVQCka7Dp30mofH0r/ZeqJirp9gO4XtRwhWd3GkVTG72IKL8XAQAAAG8RAIAmwNI0272jHPX3xPLtelMA1F4heFoVUsvhqo8qGT2ZeVPRR7quwZsAqNXkuMFx63cEe3D1wunTp1/j2ppS0dQAQPDZAwDgjQAAhjwE1j7nzN4TqBCgSLuzQ/VXyIrZMq1Xy8q/r/yontEV0fVaVQDwB4qaqCVwS0gAIPzsAQDwRgAAtrbK8vsh5bBJdjm+cubdxT+zoZEsHy+z9Mrx5gfFq2XJJwe3TqVfy+8O1B+VGX03q1DylduXVfm8zYt2FbUCAACAiYvgtJX0LMUVAQBY22p3edWseHqafpyP/Gc0SPNxlnbzD/aeLe8Nsi21iocFaUru/6jM6FvVDJ4Wv9quVgsAnTXRSCIAjNpafC+SvqSimFPLaSvpWYorAgCwt1U54rJyrD2ZJ0n55TOCdAQnzc5pVPnBbnml3nyPrJLDez5K83ZaYnnNvzXrfEbRBEBnTXRqAuDRqU2Vjo62FpBJW4vvRQAAAMBcBACgCbD3zeXq8PlKfd5mmvEr6bTIx1vVkZ3aqwPbzUvw8heaj4qMnv6lssTdzTaVDtoA6KyJTi0ANB51VDTeYnAmbS2+FwEAAABzEQCAJmCAcW7UZ+asVGbtbDdG1Hf/62U+3qrn8vS6PUu7rYmlZUrWfFS/A+gdxG8AoLsmOgEAEgEwxrK9Yk4ttasAAADgzkBbLR/IFggongkrXxOojdRXv9i4gq9+pvmo8QxgduisHgENAHTWRKsmAPZvXlXp2mirgZq0ddC9CAAgspX0LMUVAQAMttWtC0cqCFhOpW8MyFfUTLPFz8mgUeMhbH4bofmoOQsoodDzmp3JGgDorIlWeAgssRcBAES2kp6luCIAABdb7d+8UMynzwZROq7Zl9ICoDFoki84p/lI8R7A0YuKqgIAg8whpggAAADgiAAAXG21fyW7EWg8mm1JmXY7lhfNf6X5SP0m8LHO13EBgEHmEFOEBgDTVQoAoIgAAKYtwt1HN9LbgNXkn5MA4ODgenU0qnM1IABgkDnEFAEAAAAcEQAAha3SgZ92Wq6JFQAHB3vnK4s7rB60RA6AR6fS+f5drwPgPQD6IgAAAIAjAgAgsVXxMhXdM4D8IbDiow7UPLhS3Ae0a0APgGwLsK7ZoJgGSl9Ed8Q6ngEQ2Up6luKKAADsbKVI8MWvp5gFVNWt84pbAABgkDnEFAEAAAAcEQCAna0Ub02Vv25l062jZ97s+kDzHkD611b1HykHm/a6NygmB8D+zXS+f9frAHgPgL6Izoj1dQ0BwjhuAIA3AgCwtFXzLapM5YV/803gImOr024rAafLSXTjpPyozOgPvnWq9u5x5zU4HgIPMoeYIgAAAIAjAgCwtFVrdZ5UZXptrgVU/KxOu45rATV3pAcAjLwRRC/CEBCVraRnKa4IAMDSVuXynlWV1/2N1UDLH9Vpt5xDlKmy5UzPR2lGT2tU+cvNe5CDg9rXiQGwf+H087XC9s4fMdhdwFIu5gi5FwEAVLaSnqW4IgAAW1ttzdoJthyYaewYtr9VPJLVpN2ORf/zmwj1R/XF4MrnEtW6VMQFgOWzYM0vKORijqB7EaaBEtlKepbiigAAbG2VTXs5XF1yIc3Ledar7giWrRqafaJJux3bfuXfVH/UXAvocLroaDYLqH8/AEVNNAIAJPYiAIDIVtKzFFcEAGBtq+XaayufezPJuPu3vpK9gVWM+7cmRmaf6NIu8Z7ABltCqmqiVgsAt9IZP29szFZeq04BehXTQDmKAAAAAI4IAMDeVtebOTlRZY/gR7XdAvKVorVpd6++wUB1LQfVR8q1gLoX96cHQAtNhfr/mK1czBF0LwIAiGwlPUtxRQAAA2x1/2Qz5R2uzQvav1LmxmL8Xp929y9X/lh9RU/FR9X3AKoFliXWxDAE1LrxyNW/v6StXMwRdC/CQ2AiW0nPUlwRAMAQW+3XF19bOdPaGfjGqSQlH3q+TMZ9aXf/W1nIsfai/p0f1V8E27/xXFqlzc91pn8WAHTvCbZytH+DeWu5mCPAXlTuIQYAENlKepbiigAABtrqwbee20wT3qZuG5aAZPoQmEUu5giwF3UBYCfRyJUCACgiAIBpiyC3VZgCAOT0IgCA3FbSsxRXRO33ld2pwzhuAIBOqhfBbjIs/dOSiznCSIQKAJQBAICTraRnKa4IAAAAMBP3UhCPv/uF+Xz+Gy990PWhiznCSIQtAFQC1hIBAPa+MqiZlCzFFQEAAABmYgbAj87NM514ueNTF3OEkQiNADB2pTwAgNZXBjWTkqW4IgAAAMBMvAC4Ny/1SvtjF3P4kQgvJQIAtAHkvjKomZQsxRXRAsB4lZJSxABbxSg1APavbNZngto/FX54LrlE+2Bxv774xzPfb33uYg4/EiEA0B9g66peXxnUTEqW4ooAAAAAMykB0H4j2B4Aby+65/fSfyVd9tOtz13M4UcidAXAHQDA3lcGNZOSpbgiAAAAwEwqAHS8DmYNgKR35jfo93ou1aRnqYFFAAD9AZau6veVQc2kZCmuCAAAADCTCgDpFjXH3LaEfL/SOR9/fT7/cvMLLubwJBE6AmAHs4DsfWVQMylZiisCAAAAzKR6D4Bi9c+3q7fnb+vv1aVnqaFFDAfAGgAw0FcGNZOSpbgiAAAAwEzqN4GdF3+rX5wt7tU/1Zy07WIOTxKhGwB2dloE8OS4LYog95VBzaRkKa4IAAAAMBPjUhAfvlCdo9czWCs9Sw0twgIAd2vztdcAgKG+MqiZlCzFFdG8rsB7AFC3GAHw8Nz8xDcVP2VyMYcnidANAH1DQDxdWzgAen1lUDMpWWpoRN/kAgAAADCT+hnAiuv6z+qO+vGlHAvwQUlHNfvm3aXynysA0Mc419Ez9fpqmmqNqkvDfQVBFWlmAXXtQGajRdes3JwvbtwjBMAl857aCYA1bf6PFgB6X01TrVEFAEA0UgGA4BZA3VFzudwe+jEElAFgyBCQ0XsAsQ4B6X1lUDMp4xRDIzAE1Btgaytrbau2TuTYPZdNujeBV8686/Kn6x01ymcAly7ltwAGEQMBYF2p4vdCTi25rwxqJiVLDY4AAPoCbG1lraAB8OjUZrYUxMpmoaOWT4XxENgOAAPeBI4VANE/BLYBAKaB8ihsAHRsDGw7LQgAsBsCUgJAPwvIvlJ9EQAARQQAMG0RtrayFgDQI7wH4A6Ang1hogQA3gO4AwD0B9jaykXpypmuL85OI/WWkC3ZrgWUvLFZdtT38SZwXwQAQOMrg5pJyVKDIwCAvgBbW7koPACQCGsBAQAGAeS+MqiZlCw1NKLvzhIAAADMxAmA6sVZct+O1UD1EV0A6A2Ibxpor68MaiYlSw2NAAB6A6xt5SAAoFONddtbz4ABAC0AzAIiBECfrwxqJiVLDYzonV0GAMgAwP6NU8lHh469Oejv3jqfRB+9aLsQv4VY9wR+u+idse4IxgqA/B1P60r1lCEdAH2+MqiZlCw1MAIA6A+wt9VwKQCwf7ncVvHQ2eXvXp1VF1lIphI9UeT33eUMoq1Z8hru3sk8eOUsW9W1ALh1YTOd/PPosxcH/fF079aXlnu3tm8AAAAA4M6QntrjK4OaSclSQyOsh4DwIhinugFQJvBUx7M8v12dJprioJxeubWEQwqA2qa8x7mqrgHA/ZP57M9Hz1YoZaPFDXqhV9ofu5gDAIh2CKjPVwY1k5KlhkY0ADDFmrHST+0AWw1WJwBau6pnOXS3mvLT6fbFmjvJT+kPCQD+oB7O9YRBDYD8PYcMAANXh/7RuWU3PfFyx6cu5vADANZ7Alt11GgBoPeVQc2kZKnBEXVfAQDtgCG2GqouAGSvUq0cT5bTuXUqTaVP578vUv5u+fvln0kpsbUc+UnW4tm/vlHSg15KACRVWzn2xkaS+fcvD3677fF3v7Dopr/0UvMVgFQu5gAA7sQ6DbTPVwY1k5KlBkcAAH0Bg2w1UF0ASC+gD7+1/CnN4lne36qk/O3ai8Pb+ScZAPLgvdptArFUAEg4tYBOvjHMdZabEBdzAAB3YgaAoa2kZ6nBETYAGK1Sooogt5VGHQBIbwAql+27RaavPARIHwEUX0t+KhlRGXPZZRwD0uwHkFSr2Blsi2OBCxdzAAB3AIBeW0nPUoMjGr4CAFoB5LbSqAMA282r9uIXyZeXyT2hxGbxUzEClAGgnCqUwsR1exaF1DuCpQdUAGCXYxTKxRx+AGBoBABAYyvpWWpoRPPCAgBoBZDbSqMOAGw1R82LLF5e6CdZNX3Y+/n8p2XIVp0ejamjpFIvBpdWoAAAxSbBLbmYAwC4AwD02kp6lhoaAQD0BpDbSqM2ANJ0r0DCVvHR4l8f+Y/P5sm99vva9XaLJnTq2RQeAOAtggAAUc4CMrWV9Cw1ICJt8xQA64myXwIArQByW2nUBkDym8Zz2+Kdr+JKP7myXy1G1ytzLZsJHwAw9oZniRAAAAAsIwAAXwDQSJjFCwDLCTbZl55OwJD+uhwBEgAAPAMYpwgAAACwjCjbHADQBZDbSqM2AGqvezV+VTwE2E3/v7v8abv8G9MDIL8vyQGQ3axQy8UcAMAdAKDXVtKz1IAIAMB3ABSpfiv9xf3sKXCSYvMIAQBIanW2BMB265EGhVzMAQCwRQAAFBFsRZTQLwCw03wRIGzr+g6A5OurxVX18n/lJFARAEjLPP5eBoC98zzvIruYI4xEON3lo5xTy2kr6VlqSAQA4AEAFM8AsiS6fAiQPQJIU+3ip93KVE8JAHhULGW3uTFr44xELuYAAIZEAADkhyIAADs7TQIEaF3bAHJbaWQ3Cygf+9kuB/8XP21VAiQAoEKA2qIWlHIxBwAwJAIAID8UAEBmEeS20sjkPYD0ba7V7N+76Ydby8vqRfTKV4upQYlEAGC5gNFyWTqWtehczAEADIkAAMgPRQAAMATUEUBuK41M3gROv/N0+e+ni5Sf/OPp6giQFAAcHDy4euH06dOvcVz9J3IxBwAwKAIAoD6USRheTgNK/wEAtAPIbaWR1VpAB9ndwBP/efkIIHsKXJtmIwYAzHIxBwAwKAIAoD6U6QCwvl4jAF0RThFSiiC3lUaq1UArD053K8t+ZsP+/7aIWfx0+GRzZ7DVyh8DAIy9AQDoIwAA6kMZuYjKPqAAgC6A3FYaGe4HUH4l2wgmT/nLn1aLWACgv60BgEERAAD1oUwGgPX1kgAAQCuA3FYaGe4Ittr4ML8jWG4eWf4BIQB4cOWzy3WAVo7jITBLEQAAAGAZ0bgBAAAUAeS20shmT+BM2Z5fy6e+2b4wlfEiEQBI3v4qFoKbrZxlKNzFHADAkAijXYQBAIoIPAOYtghyW2nUCYCDvdpE+lntInq7ds2/Vb8/EAGA9JhKALBsSeZiDgBgSAQAQH4o093EAQC6AHJbadQNgGwv9fxFqovtiOKaf7tyO5BIAADSpL9yLIPWgyvtF5sp5GIOAGBAROUJIttxW79qwGkr6VlqSETHewAAQDuA3FYaKQCwQMC3TiUfHTr2ZvODV6tjQs33hgUAIGHSz5T3LHvPcuxJ5mIOAGBABABgdShOESMBYC0RNoWvBKjtAAAgAElEQVRvB5DbKkxp9gOoJXzsB8BSRIBDQAAAcxEAAABAp549gau/wI5g9EXIB4D1lgMAAG8RdwEAAIBOPVtCqn9BIRdzAACDIqyngdrvOQMAsBYBAAAAhDK9A7i/AQAwFAEAAACWEQ0A3EkAQFyEU4SUIshtFaY0W0LWngFsY0vIhdK9uMVYfEgEAGBzKC4R/ABYBwA0AeS2ClMqAOzW5zXtbmBLyDvRAoC3CE5bSc9SThEAgC6A3FZhSgWAdJ7qseVSRtgScikAgKEITltJz1JOEQCALoDcVmFK/ybwbLayubn8x1dV3xwuF3MAAEMirKfo2APAeqIRp62kZymnCABAF0BuqzClXguovpbRYYb87ycA5Fh8QAQAYHMoThEjFJFGAADdAeS2ClOa1UD3r2BLyIYAgN4I+5eNOW0lPUu5R6TTQFsEAAAAADPp9wPYv3l1oWss2f8AAFBHiAGA0fU8ADBNEQCAJoDcVmFKBYDrZ7myfkUu5gAA2CKcAIAhoPGKWESsrXUSAAAAAMxkuhYQi1zMAQCwRVhfzwMA0xQBAGgCyG0VpkzfBGaRizkAALYINwBgGuhoRWAISBNAbqswZboWEItczAEAsEVYX88DANMUAQBoAshtFabUQ0C4A2j9/pL37wEYRQAAFBFjNSGmgXYHkNsqTGk2hFllfwzsYg4AgC3COp0DANMUAQBoAshtFaaU00AXBDj82ru8hbuYYwIAXFpKisW5IgAAiggAYNoiyG0VplRDQDevns+Xgsh1NPbloAEAkyKsXzWgdhUAAADcAQAMpX4I3BL2A8AQkEEEADBaEQCAJoDcVmEKAAAAtAEAwMAIAGDaIshtFabUQ0At0a8I4WKOKQAwcBpotmqjVaVkAQB7AstMhElE5yxQAAAAMJR+LSBmuZgDAGCLcAOAdRGctpKepdwjAABFALmtwhQAAABoAwCAgREAwLRFkNsqTAEAAIA2AAAYGAEATFsEua3CFADAD4A7PgOAvwhOW0nPUlwRAAAAYCYtAG5d2Ewn/zz67EWWwl3MAQCwRQAAFBGhN6H0U2vjmP/PSuSGnVIaANw/mc/+fPQsx5bwngJgwDRQAEAXwGkr6VmKKwIAAADMpAbAdjn9P3krgGNxUBdzAABsEQAARYRhAP8zlgGVcomQUoSNYwCAtnaTdSCOvbGRZP79y4sfVukLdzEHAMAWAQBQRAAA0xZh4xgAoKXkov+J94p9Aa4vCPD5MeslU8ulgGyVAIC+MlAISgEwdSViFwDQ0naa/8uNYbY4bgFcrg58uhLGHYAugNNW0i9TcQfAVoSNYwCAppI9gZMr/gIAuzOG58Au5vAoEa5rXgQAAAAAy+W2TcoAAAAAM/XsCVwAgGWPSBdzeJQIAQBtALWrPAQA+SKDAAAAYKaePYEBAPci1tc1BAAAAAAAgKMIG8dwAGCcbdWdBQAAABMXQe0qAAAAuDM9ALZ4ps5TC88AMAQ0cRHUrgIAAIA7kwNgl2UHFXqpZgEtZ/3kAEiAsEpeuIs5PEqEAIA2gNNW0rNUNgno7sAlRgAATYCNY+gBsLvhOQDuLw7gbAmAbZb3AFzM4VMixDRQXQCnraRnKQCArQgbx5AD4PoGzx6K9FK+Cby4BZgdfy8DwF6yQTzDakAu5vApEQIAugBOW0nPUnfvFgTwrQmln1obx1ADYJtrE116KQHw6GS+F/AmG81czOFTIgQAdAGctpKepQAAtiJsHEMLgL1X2XZRp5d6MbiSAIkOv8VQuIs5fEqEAIAugNNW0rMUhoDYirBxDCkAsuEf/wFQPZKVMxyrQQMAAMAdACDL/5gFRFyEjWMIAXAju24+/Gcb/gPg4ODB1QunT59+jePqP5GLOXxKhACALoDTVtKzVEYAAIChCBvH0AFgPxv+Of7e/SAAwCwXc/iUCAEAXQCnraRnqRQAl5byqwmln1obxxADIBkvBwAM5GIOnxIhAKAL4LSV9CwFALAVYeMYUgAcOpv8AwAwkIs5CNx0qefZG5VhNe+BAQAAAIaAhALg7t0BALiw3D7dZwDsZw8yjr7JXbiLOQAAtggAgCICAJi2CBvHdKf/RLYAKOQxAO4X8z9ZdoKvyMUcAABbBABAEWEBAEwDZSjCxjGVjN+jCABwv5j8yX4ELuYAANgiAACKCABg2iJsHAMAlMrmMR09fTq9D1hlLdzFHBRuGgkAMnsRAEBzKACAzCJsHAMAlNothn6SN5rTbcHY5GIOAIAtAgCgiAAApi3CxjEAQKmtcuj/0bOz2dOchbuYAwBgiwAAKCIIjSiyCaWfWhvH4CFwoXwnmFTbzGNALuYAANgiAACKCABg2iJsHNM93XPINNBCvgIg3w0+1eIgWCcCuZgDAGCLAAAoImyNiGmgtEXYOKY70atk9Cc9BkBZbe59jV3MAQCwRQAAFBEAwLRF2DgGACgEANAWMTACAKCxlfQstVQKAPuNQ2O1LgBAJwAg1l4EANAcCgAgswgbxwAAhWICQN8b+GH3IgCA5lDIigAASIuwcQwAUAgAIC1iaAQAQGMr6VmqKgCAtAgbxwAAhSICQO8qvGH3IgCA5lBIAUBVqbCtCwDQCQAAACYugtNW0rNUVQAAaRE2jgEACkUEAAwBySiC01bSs1RVAABpETaOAQAKJS+CvXZ1qTc2Kj9cvUb+TpiLOQAAtggAgCICAJi2CBvHAACFkvV/FKI/HBdzULgJ00AlFEHtKgAgdOsCAHQCAGLtRQAAzaEAADKLsHEMAFAIAKAtYmAEAEBjK+lZqqJ1TAMlLcLGMQDANHIxBwDAFgEAUEQAANMWYeMYAGAauZgDAGCLAAAoIiwD1tc1BJDYhNJPrY1jAIBp5GIOAIAtAgCgiAAApi3CxjEMAPBFAECsvQgAoDmUWkS6i9SwIjAERFuEjWMAgGnkYg4AgC0CABgcAQCIKcLGMQDANHIxB4GbLgEAEorgtJVHAMA0UNoibBwDAEwjF3MAAGwRAMDgCABATBE2jgEAppGLOQAAtggAYHgEACClCBvHAADTyMUcAABbBAAwPAIAkFKEjWMAgGnkYo4wEiEAAADkAgBIi7BxDAAwjVzMEUYiBAAAgFwAAGkRNo4BAKaRiznCSIQAAACQC9NASYuwcQwAMI1czBFGIgQAAIBcAABpETaOAQCmkYs5wkiEAEBYALhbzgMFAKYtwsYxtADY+8rmxmw2O/TURfIttOgFAMTai8ScWk5bAQCGAV5ZVzQA7p8sV9BfOSMeAVoA3LqwmS5p9+izF1kKdzFHGIkQAAgKAHfvlgQIvQkBgE5t1zdReUI6ATQAWKIsAcCzPAfiYg70IrYIAGBoBAAgpwgbx9ABoJH/5RNADYD8UDIAsKxt7WIO9CK2CABgcITLEJBnTQgAdCjZBWA2O3T23YOD/Vun0vy56mZmbikBsJsMYR17YyPJ/PuXBx7Iw3PzUp/6oPmxiznQi9gi5ANA7yuDmgEAbBFSirDxExUA9l9NUv7x/KL/RoKDla/aeXtkqQCQXPQv7l4W/0sv/a8vjuTz9n/93hwAWEasJTKOCD17OAJA7yuDmrGdX4dpoJ41IQDQVnoDsFr+nFxFz562qcnoUgFgOxu9ygFwsDXoFuB9ACCPAABUAfa26vGVQc0AALYIKUXY+IkKANuzxlj5lvinAAoAJPcyyRV/AYDdQQfy9nz+iuZjF3P41osAAFWAtav6fGVQMwCALUJKETZ+ogLAVnOofLdJBHFSAGCR+NOxqwIAxT9s9OEL8xPf1HzuYg7fehEAoAqwdVWvrwxqBgCwRUgpwsZQRABIHwHURnySMSHZDwHUAEjzvRsAHp6bP/N9zecu5piuFw18YQcAUATYuqrXVwY1AwDYIqQUYWMoqjuA/ZsXjtQelUYOgHvz+ad1n7uYAwBgixAPgB5fGdSM6/y67AjmWRMCAAbydgiI5hnA+/P5l3Wfu5gDAGCLEA+AHl8Z1AwAYIuQUoSNoboT/aVLzgDw9iFwPusnB0AChFXrP97zDBgAAADuDAGA+dwCAICtiNABkO4X2IkA87+bTgv1cxpoUvWzJQC2h7wH8OEL82e+/5M/OTefn/ji97q+4GKOaQEwoAgAQBFga6teXxnUDABgi5BShI2jKhm/R1YASB8Kyx4BUr8JvJW+0pYBYO/8oDuZh+fmn/y9fLb2F1tvAQAA6ojQs4cTAPp8ZVAzKVmKKwIAkACAbfnvgakB8KhY1TRd3HoIyGrva1bf1/n4UsOqPLUSAAwISwBAXpco1eerCasGeSkeAOz6vRjco8q61rPZ4bfs/3byvuaJL/3TwcHjH784r07cAAAgB/X5asKqQV6KBQBp/pc9B/RAvx/A9Q23jQ3ens+fWY7RPl78u/3gzuX20LchoLXuN8EiHT9wGgLq85VBzaSMU3BFYAho8ofA19PMOWABtXGl3xHswdULp0+ffm3A1X9Tj7+uX7RFosUBgFGKIPeVQc2kZCmuCABg6mmg237kfyUArp8lHrta3Le33t50MYdnAFhb6yZApNmDDABdvjKomZQsxRUBABAAQCWTv5jl/7M2lZhGmhfBBjy+Tq7HMrWS/cNz7fVbXMwBALBFyAOAna8MaiYlS3FFAACTAmB/Kx04l3/937sYnKU0HbVrAS8Xc0zWi9aHvQiW5f+dhUwiQs8edADo8JVBzaRkKa4IAGBKAGTzZ8Q//03VsxaQpWK4AwAAiIsg95VBzaRkqc6IHVOXAACaAJu8RQuAbF/IIfMmJ5B6CIgYYPcCeQawvq4hgK6IPP8DAI0Acl8Z1ExKluqMAAAoirAxESkAsvwvff5/Ls2OYKuOh1C/NnuffRZQOm0LAHCPEA6AXl8Z1ExKluqMAAAoirCxFCUAdjdq+wJLl3Ia6IIAh1971+VPf/hCZdHGZBvv1gqOLuaYCgBDh4CypSAAgHYAua8MaiYlS3VGAAAURdhYihAAWf4Xvv5DRaohoJtXz2evgG0WOmr7UKDyks6HL3aMAAEAAMCdAUNAfb4yqJmULNUdAQAQFGHjKDoApOM/Kx5M/8ylfgjckvVT4eRSbZ6+sv+jc10vAvsJAKfF4ACAdoC1Z/t8ZVAz1vPrbEQAgKAIG0eRASDNm35M/1mKEwAH985VFu3q2MLDxRzdABgjEQIAtEXYuqrXVwY1AwDYIqQUYWMoMgBs+Zb/NUNALV2zf67x8MW8m554ueNjF3MAAGwR4gHQ4yuDmgEAbBFSirDxExUAdv1Y/qEq/VpA7vrx7yRXa7/5jY7dAOICwBoAoAgg95VBzQAAtggpRdi4iQgA6QYwLcm+I+AGgFYu5gAA2CJ8AIChraY5vwCAgCJsHEMEgPsbAICVXMwBALBFAACOEQCAgCJsHEMEgO2u/A8AqOViDgCALQIAcIxwBMBO60UAiU0IALQUHABunErvaVaOXuR5r83FHL4BIJVx1wYAaGwFABgGAAAEAPBRGgBcr4xo8bza4GKOaQEw4EWwRABARwCnrXwEwM5OyyYSmxAACEJqADTuZzhebnYxh48AMO/aAACNrQAAwwAAAACoK53SeujMtdu3b145wjS91cUcAABbBADgFpHtJoshoGmLsHEMANBS8irwysX8pxsbQ14E7pWLORTdTjQAMATUFcBpK+8AUKwZCwA4FmHjGACgpe360+tkhiv9LYCLOaYDwBiP9wAAGltNcX4vLTUYAJgGSlGEjWMAgJa2GqP+yf4A5IW7mEPZ7UQnQkwDbQdw2srx/N5dyC7iDgAgpAgbxwAATbX2BF7cAtDvceNiDgCALQIAyDUIAM5DQAAARRE2jgEAmmrtCTxwk2C9XMyh6HbCEyEA0A6gdhUAAADcAQAMJRYAl3om9QAAbBEAQK5hAHCZBgoAUBVh4xgAoKnWpvCjDwFZA2C0aaAAAG0R1K4CAACAOwCAoTQPgVd1P5NI19QAwGiVmrgITlsBAIYBAAAdAB5c2UwX0Pl9HzaGVwEgeQ+ssvzDdZY3wXRNDQCMVqmJi+C0lZcAwKbwFEXYOIYSAPvny+UTjstHgAoA6d4Gef33Ly9+oB8B0gKgL58DAGwRAEAuAAAAsARAfU+Aw285OXkEKZeCyA7k0OnTp587wrWoqbapQwSAcdcGAGhs5RsA0kXD1wAAgiJsHEMHgOZm6gzrJ9BKvRhcHWUsi1prmxoAGKlSUxfBaatJAOAwHQ0AICvCxjFkAMg2hVw58+7in9fTC+dVNy+zS7Mc9F5lMOsYy2CWtqkBgJEqNXURnLbyDABrS5lHWBdhXynLCClF2DiGDADpEpr5YHlGA+F7xOt3BLt54bnNzaeev8ZUuLapRwKAw9Ju9hEAQEcAp63czu/duyUBbAEwyFcAAF0RNo6hAkCa8stRn3Q8aHWwj0eR3C0hQwSAcQQAQGMrzwBwpzv/i2xCAKCtdNi8sobaNs/kGUoFBgD7O28AYOoiOG3ldH7v3q0QYBxfAQBkRdg4hgoAu42npbvyHwMDAADAxEVw2so3ANzpzP8imxAA6NCDb52qXvHv+n0H8ODKZ1N6PXp2heeNBm1TjwQAzR7vYfciAKC3ZgOHgFKpbQUAjFKEjWPIANDQts/PAJJJQB9ZAoBpV3htUwMAU1UKAFgKAJBpXV8AkD4E9nUWUPo8owTA+HsCWwPAwhxVAQATF8FpK8fzO/BFsEQAwMRF2DimO9Gvr7sBYO+k/BEg7Z7As5Xl9P8HVybYExgAmKpSAEAuAECkdUcBQPoQpxMBRn9y/9Ypr98ETkavfqaE196zjS0iSaRtagBgqkoBALkAAJHW5QHAuonMAFAsCCH9+l+3H0A94e9yHIy2qQGAqSoFAOQCAERa1xsA+LsaaGtP4Gl2BNM80wUA2CIAgFwAgEjrigdAuY4azxo6hJK9JSQAMEWlQgWA/ZweAECkdcUDYDdZRfkU3yqahDK9A1gwbVQAXLrUs7U2AMAWAQBUI/oOpfvgs3RhEXAHAKAtwsYxDA+BD5bbqEh/DKzZErL2DGB75C0hRwOApqeG3YsAgP5DAQBEWncUALhPA10uDrpqad9xpdsSsjLzf3djki0hRxgCAgCmLoLTVlMBIB8xMA6wL0IbEbZ1RwKAShZ/eFv8IJB2S8hjyw3N0p0BRt4SciQA6Hpq2L0oTgDYHQoAINK6/gAgnQ5EP3+eUD1bQs5WNjc32B5maJt6nGmgAMDkRXDaaioADB4CIooI27r+ACAZSpc9BmS6JeRh+VtCWpijIgwBTV0Ep60cAWByKACAzCJsHMMHAPHLwWlWA92/UiBg5YwHq4FamKMiAGDqIjhtNRkAhk4DJYoI27pyAXDrK0eO137hMwAW2r95daFrXC8zaJsabwJPVSkAwOZQAACZRdg4hgoAW61npR4PAY0gbVMDAFNVCgCwORQAQGYRNo6hAkBr0o/HD4HHkLapAYCpKgUA2BwKACCzCBvHUAGgNe+/uUekPAEAAMDERXDaCgBgKwIAaCtbRL9M+OlEGtkrgvYC4MGV06eff5OncG1TAwBTVQoAsDkUAEBmETaOoQJAOgZUEiCbSCl7S7BOAOyd31iuYJEtZzGbHX6Lo3BtUwMAU1UKALA5FABAZhE2jiEDQPr+7Gx2LLlivnV+Jn8liE4AbBdLGC2PJ6EaB8e0TQ0ATFUpAMDmUDQAwHsAExZh4xgyAJRbweSSPQDUCYCtcg279I7m0OmT4b4JDABMXgSnraoFuWzxDgAYR0gpwsYxdADINgIuJX5LmDYA0gfXx64l/0xwlib+ZEfIVfrCtU0NAExVKQDA5lAAAJlF2DiGEADFqHk6cn7RxcejqAWAJOnnty3bxSOM+xsctwDaph7zTWDeImT2otgAcPduhQAAAFuElCJsHEMJgAUCvnUqefq7yTV3hlQtAOyWWxgkTwByFjT3ByCRtqkBgKkqBQDYHEqsTQgABKEWACqZPpnFlP979E3hLwEAU1UqTACMPAQUfBMCAEGoCYDFVX8x1lPdFGbsLSEBAO4iAACaQ4m1CQGAINQEQHXz963KhpYsm8LrtNwQEoKolOT/qesASRQAUKiS6KuPAHgAoGP9WHcA0V5GiTm11K5S3QGM+x5A8E2IO4AgpAFAMh/o6Y7f08nFHOhFbBEAgM2hxNqEAEAQ6gBA/gygti/8/Y2RHwL3tTV6EVsEAGBzKLE2IQAQhDoeAudZv/oIIHklYJW8cBdzoBexRQAANocSaxMCAEGoNQ10Ox/3eVR9+zfhwsjvAfS0NXoRWwQAYHMosTYhABCEWgAo3vmtjQBtsywG5GIO9CK2CADA5lBibUIAIAi1AJBc669cPDi4vlEZAUp+WKUv3MUc6EVsEQCAzaHE2oQAQBBqLwaX7WIwq2xlcOvUFKuB9rQ1ehFbBABgcyixNiEA0KfaQ1Sd2lMsy3X48+X4ufaV7FgOejcnQPksgGlfGxdzoBexRQAANocSaxMCAD3anZkCoE2K1rYCYwLgYO9Uug3A2UpdVs5yFO5iDvQitoiQAYClILgjpBRh4xgOAKR50wgAHaSoDMNMAIDFHcjta+/m/07eDGDa1sDFHOhFbBEAgM2hxNqEAIBelX219EpHXBpf3J1NC4Cq9m+/2/udgXIxB3oRWwQAYHMosTYhAKBVlsINAHB9o+OLyU4sqzZHMFj9AGCUiznQi9giAACbQ4m1CQEAnZZjOP0A2J51fXGL6alrWwBArL1IzKnltJX0LMUVEbZ15QMgn8XTB4C9fLZP/YvFXrz8AgBi7UViTi2nraRnKa6IsK0rHwDJdf1TG70AuF48661/Mbl/oF96rVMAQKy9SMyp5bSV9CzFFRG2dcUDIE3g/7kPADdOZjvH/1nri7ujPQIIDgCUG3yF3YsAAJpDibUJpZ9aG8cQAyAbwbnfA4DlMNHx99pf3J5xLL3WKQAg1l4EANAcSqxNKP3U2jiGGABbaf42AsDhtw46vrg12iMAACDaXgQA0BxKrE0o/dTaOIYWAMsBHAMAZC/btr6Y3EEsfnHjfPKIYPMM2zT8RABArL0IAKA5lFibUPqptXFMd6JfWxsEgGX67gfAhYvZP1pfTH6xunxCkI0S2RyMnUIEgF1ErL0IAKA5lFibUPqptXFMd/pPNAAA+Rz+PgAUan1xvPeAAYABRYixOFcEAEAREXoTSj+1No6pZPwe9QOgeIl3OAC2mwBgJAAAEGsvAgBoDiXWJpR+am0cQwiAMpsPB8BWlvTTwf9b503XlBgmACDWXgQAmB3KpURoQuMIKUXYOIYOAOnUnmwRh8EAyOaHFi+C7aUPA7hmhQIAsfYiAMDsUAAAuwgpRdg4hg4AlRn8gwGQriNUeRHYfGHpAQIAYu1FAIDZoQAAdhFSirBxDNlD4N1K6h4+BPTgjVOHm7OCuG4B1ADYv7JZfxBBzyAXcwAAbBEAQFUAgF2ElCJsHNM93dN+GmhtEbfhAGgqHRNaNT8cGykB0NqTBgDoDfCqFwEAhocCAFhFSCnCxjHdiV4l9d/Zql6p0wEgHVhiWhxOBYDWppQAQH+AV70IADA8FADAKkJKETaOIQLAbi1P1/J6bWZnYzSnHwDm2wtbSwWApMIrx65WdY0cQS7mAADYIgCAmgAAqwgpRdg4hgYAjUTuNQCSUSe2qaeFXMwBALBFAAA1AQBWEVKKsHEMDQDa729lSm4KfANAMgLEvyWZizm6f7+OtYDcIwCAmgAAqwgpRdg4xgcAjPsMYAEA/hsAACDa7AEA8EaEbV0PAaBTEwBbLUYkv1m1OSBzhQWA9XUNAdCLDCMAgJoAAKsIKUXYOEYWAFpzftIZOeO+B7D/6hg7EriYAwBgiwAAqrqUvQiAJjSMkFKEjWNoANDQ4Gmg6WKg1QH4dEYOUzrWzALi35PMxRzdv8cQEEEEAFAVAGAXIaUIG8fIAkB6wV+5BUhfyVq1OR4LqQAwyi2AizkAALYIAKCiS0uhCQ0jpBRh4xhZAMjGkgoCXN9gvAHQvgm8wrsZGQcAMA2UIAIAqAgAsIyQUoSNY4QBIFsONE2/+7dOdU0copPqIfCpzWwpiJXNQkfxJnBPgFe9CAAwOxQMAdlFSCnCxjHCANBeh+e4zdFYSfMeQFNYCqIvwKteBACYHQoAYBchpQgbx0gDQJMAfPkfAIi2FwEAhoeCaaBWEVKKsHGMOAAc7F8uE+/hizbHYinVNNCbV1vCWkB9AV71IgDA8FAAAKsIKUXYOEYeABYp+FunktuAQ8fetDkSa2FDmFh7EQBgeCgAgFWElCJsHMMCAD8EAMTaiwAAw0MBAKwipBRh4xgAYBq5mAMAYIsAAGoCAKwipBRh4xgAYBq5mAMAYIsAAGoCAKwipBRh4xgAoFs30scQs5WjF3mWInUxBwDAFgEA1AQAWEVIKcLGMQBAl65X5qKunOUo3MUcAABbBABQEwBgFSGlCBvHAAAdaixuyvEusos5NADAWkBuEQBAVZcAAKsIKUXYOAYAaCtdk/TQmWu3b9+8cqS5PimRXMwBALBFAABVAQB2EVKKsHEMANBS8irwSvEG2g3Tdxrs5GIOAIAtAgCoCgCwi5BShI1jAICWtusrkCYvq9HfAriYAwBgiwAAqgIA7CKkFGHjGACgpa3GqP82x5YELuZAL2KLAABa0lxXxNqEAEAQUi8GV9+CYHELYLQt/b35M9+v/vz4u1+Yz+e/8dIHXV92McfEvWgtEV+lQs8e1gCw8ZVBzQAAtggpRRjZaikOAHRvq76fTa0/9PxbNvVjlOmm8Ia7xD88V++oPzo3z3Ti5Y5vu5gDAGCLEAgAK18Z1AwAYIuQUoSJrXJxAGCr47FpdY3PYzIQQAuAD1+c1zrqvXmpV9pfdzEHAMAWIQ8Adr4yqBkAwBYhpQgDWxViAMBuxwL6eyerE+v5t9w1kWo56OaWwEZDQD9Z9NNqR11cty0u0T5Y3K+fmzdu4TbXO4wAACAASURBVFO5mAMAYIsQBwBLXxnUzPpQAADTCClF9NuqFD0AdjfaAGhussIwr9JemofAq7qfu/QwvS+vdMi3Fz99r/jo060AF3MIAABjpULPHlYAsPWVQc0AALYIKUX02qoicgBkqyjUM3x1p98r6edGT1WZpQJAcgdTWf7hev+bYI//JrslLztq0jvzG/R7PZdqEi0OAIxSRI9D7X1lUDMAgC1CShE9tqqJGgDbXZf429Wcn9GA4eVaW6kAkFbweF7by/24+sfkMu2Tf1rtj+9Xfnj89fn8y80YF3MAAGwRogAwwFcGNQMA2CKkFKG3VV20ANh7tWuMJx0AKpNo+uOqTSV5pFwKItuW+NDp06efO2LwyOLDFxb99Esf1C7I3q7enr+tv1eXaHEAYJQiyH1lUDMAgC1CShFaWzVECoByEc0aALYbSXS7+yHB2I+G1YvB1Tem76vXoqN+8hv1O/L6xdnik081J227mAMAYIsQBgBrXxnUDABgi5BShD5f1UUIgBvZTJ/Df9ZYPScdUqm+W5vk10ZWlQWAg73zlUmrfY8rPvzdbyT/q3bU5OKtnKPXM1gr0eIAwChFkPvKoGYAAFuElCJ6ElZNdADIxvZnx99r7vRuskW8MAAsdPPCc5ubTz1/zfjPVbvjw3PzE98sPqn/lMnFHAAAW4QkAAzxlUHNRgIA82RhAEATYJyzDsgBcPitdsLfNZj1Iw8A1jLrqB9firbsUZX07KnrEJGsfMVRgQQA9lFrsIkXIgXAoXT2ZBMAWwZ7qoQHgMrN+eLG3R4A68P6Hb/W0LVHlZWvGMpfH+ZEuMQPdSf6nZ0BALiwXEO/AYD0ziCZ9fngymYyueZzXQtBRAOAXL03e5SLO5PeR6/hTWCyIsh9pa1Ztrqz7aGs2zsRQ0DTFmGTtrrTfyJbABTqBsD+ed1jVQkAeHRq8+ifp/9r6ajBm8vqjjroGYBUAKytdRPAp14UCABsnwEMAsD6uoYAPQAwDvCsCYMDwI6JhgIgy+21mZXtVC8CANmib81lK0yXriB+CAwAWFSKLEI+ABweAgMAzBFSijCxVa6RAPAHtZn17VzvFQCS2djNd/TpZwEJBQCGgAiLqHuCwFfamo0+BGQc4FkTAgBaNQBQXPsfffO9g4MHl6trAe22c+3M4JExjZoA2L959dp76f9aulYbtOrvqBTvAQAAbEV4CwC39wCGbfAIABhHSClCn/fqGg0AK/n6atnK0FmOFwUAY/V31OQbZUd9f9CbwFIBgPcA6Iog95W2ZgN3+B3+HoBxgGdNGBwAWB8CLwFQrv6WjrFkX/ATAN2iXgsIAGArQigACHylrRkAwBwhpQiLrEU4DbRQJwCqOX23AEKwAKhenCX37QNWAwUA2IrwFwB9vtLWDABgjpBShE3a6k70Khn9yS4A1B7wthYHkvEQ2FG1jtpYt731DBgAAADuDABAn6+0NQMAmCOkFGGTtvgB0FgMOlHybvBqLUYcAN5N/pPuXnPorO57peqP5N4ueufQHcEAALYi/AVAn6+0NRsTANxTBQAATYBZwso0CQC2hQNg73x6AMvl7WarRtuX1TtqunfrS8u9W9s3AAAAAHBnCAB6fKWt2fgASB8mGgR41oQAgFZdbwKv1r4hHAD5AWxbPZO415q8UeiV9rf7mxoAYCvCYwD0+EpbsxEBkL8u+P+3d27PdlRHmt/HEhNHfvSJQLJonrdA5g9gYMa46UGyDX4EejxYMDjCDhN+NzTjQzQe44AYv4q2Gx7PSLRMI0MbEXF0Heno/FmzV+26X3NVZe6dlfl9L5K2du61aq0v81eXVVUAwDaaoNgqkzwAkhM+czoCSIi12oDw584L194k9qy+KvvLi2manrvU8u3hqQYAxJqYMwD6fdXbMwBAOEJLExRbZdoAAJovAGs+H1QTAMLSpPBK4LAdoZf7tEOAxm05D//0w1WaPvla/RaARMNTDQCINTFrAPT6qrdnOAUkHKGlCYqtMm0AAMkyoPJL4JOrAtW3wmsCwH56eHKQdulw+HUG8RqeatUAwJ3ALE1wu0oCAD03ApMAQAmY2RQCAL2qAyA5pVIuobrfCbzqbtKT0O2k1+kzgng1PNUAgFgTPgHwmwnPAoqKKI4TAYCtNBHjmA0AYH0xtTiLcvvpxiUATQDI6n3YjN3yB6wanmoAQKwJACBiUwAAcoSWJmIcswkArJ+v+Vh6DJDU/00X+zYNAOAwO08FAFQDAAC2Jrhd1QeA36QCAMQitDQR45hNACB94sOJF4qnge7G9FFIAwDYzzC12h5cA+BvAgCYBwBGTiEAsL0mYhyzEQAUK+pT8RfUEeq+BhD2/PNLAPlFYVYNTnX8aziQRdMjDANg7CkgAIAcoaWJGMdsBgDHV/bU1f/OVUAHSQevZNctrjSWLHFocKoBgG10CgCI2RQAQGcTMY7ZEADStwAk2nleRf3vBEDo/86j6wsVR1efbS5Z4tDQVPe9iQ9ZJBZhGQBj7wMAAKgRWpqIccymALBCwC9Oh6J65i0d5b/nURDZCavH0+vXElesh6YaANhKpwCAmE0ZAgDuA9hOEzGOEQDAXNT9MLg1AR47XgPg5EcCjQ9OtfJTQHL3eAIAPLZSAIAbuBN4K03EOAYAaNPR75/7ZfJA6Pv/+exbIo0PTjUAEN+p6REAQMymAAA6m4hxDACwHQ1Pte5loAAARxOStto+ALK3iUs0AQD0BMQ4BgDYjoanGgCI7tT0CAAgZlMGphAA2FIT7LayKQBgIgBkOgUA8Nhq+wD4BqeAttMEu61sivmVkHEanmoAILpT0yMAgJhNAQB0NsFuK5tifiVknIanGgCI7tT0CAAgZlMGpxDLQLfSBLutbIr5lZBxGp5qACC6U9MjAICYTQEAdDbBbiubYn4lZJyGpxoAiO7U9AgAIGZTAACdTbDbyqaYXwkZp+GpBgCiOzU9wjwAftPzdGcAYGKElibYbWVTeCUkALDlJrhdBQAAAN8AAEThlZAAwJab4HYVAAAAfAMAEIVXQgIAW26C21UAAADwDQBAFF4JOT6LBFd4AwA8turoWfwLHgEAaoSWJthtZVN4JSQAsOUmuF2lEQC4EWzjTbDbyqZ0vxJSNQAkn/ICAPDYCgAQawIAMCHdr4QEAGI7xREBAMRsCgCgswl2W9mU6ldC6gYATgHxNCFpKwBArAkAwIRUvxLym02s1gAAttyEpK00AECuCQCgJ4DdVjY1g1dCRnljo1mEZaAcTUjaCgDYeKe0NMFuK5uawSsho7wBAEyPAABiNsXrFAIAJqT7hTAAQHynpkcAADGb4nUKAQAT0g0APVWqNQAA4GhC0lYAwMY7paUJdlvZFAAAAGy5CUlbAQAb75SWJthtZVN1ANx/9vSZPyZ/NHRmC4+CUFOlWgMAAI4muF0FAAAA3wAARDUAsH4GRLLys6ZtPAtITZVqDQAAOJrgdhUAAAB8AwAQBQAAAFtugttVwwD49kafBirXBADQE8BuK5uqA+Dosw/+8EXyR0N/2MLD4NRUqdYAAICjCW5XAQAAwDcAAFG4CDwRALgTeGoTkrZq7dm3v91DAEzhxAgtTbDbyqYAAABgy01I2goA2HintDTBbiubAgAAgC03IWkrnALaeKe0NMFuK5sCAACALTchaSsAYOOd0tIEu61sqgcAd37/XEU/wEVg9ia8Vo/tAgDLQAUjtDTBbiub6gTA0ZtYBirfhNfqAQDIRti2LgDApy4AhJdBAgDiTXitHgCAbIRt6wIAfOp5JeRisXMap4Bkm/BaPQAA2Qjb1gUA+NTzUniJd4BVNcUcyCKxCAAgZlO8TiEAYEIdAAiPguB/CXxdU8yBLBKLAABiNsXrFAIAJtQNAIGXwNc1xRzIIrEIACBmU7xOIQBgQt2ngAAA21mkZmglbQUAbLxTWppgt5VNdV0E3t/AJQAAwG31AABkI2xbFwDgUxcAbu0tdsUbn2IOZJFYBAAQsylepxAAMKHOG8EOFosXpBufYg5kkVgEABCzKV6nEAAwoe5HQawIcPJXfynp8w12C4IEFQCw7T5AkAJ1A+D2M7gTWLwJr7uPOAKQjbBtXRwB8KnvFBAAIN6E1+qhAAB4GqhMhJYm2G1lUz0XgQEA+Sa8Vg8AQDbCtnUBAD51LwNdLM5++BfZawBTzIEsEosAAGI2xesUAgAm1PMsoMfFG59iDmSRWAQAELMpXqcQADCh7kdB4EYw21mkZmglbaW9SklF2LYuAMAnPAvIaxapGVpJW2mvUlIRtq0LAPCp+xQQjgBsZ5GaoZW0lfYqJRVh27oAAJ96XgiDawDyTXitHgCAbIRt6wIAfOp5JeS3PpJufIo5kEViEQAAR4T1KdQ+tOy2sqnOG8Fu7S12XmB/CWRVU8yBLBKLAAA4IqxPofahZbeVTXVdA/jsg/f3krcCFzqDG8HYm/BaPQAA2Qjb1gUA+NTzSkjcCSzfhNfqAQDIRti2LgDAJwAgRJwKkm0iLsJ69QAAZCNsWxcA4FPXKaCfP9fQD9ivCEwxBwAgFgEAcERYn0LtQ8tuK5vqfhz0BjTFHACAWAQAwBFhfQq1Dy27rWwKAAAAttyEpK20VympCNvWBQD4BAAkEQDA9pqQtJX2KiUVYdu6AACfAAAAYMtNSNpKe5WSirBtXQCATwAAALDlJiRtpb1KSUXYti4AwKc6ANrWf9pfBgoAbLEJblcBANatCwDwCQAAALbcBLerAADr1gUA+DQIgJ3TAABLE1ER1qsHACAbYdu6AACf6gA4+uyDVG8uFifSp8FdfUbm4dBTzAEAiEUAABwR1qdQ+9Cy28qmOi8CHywWu19U/sXf+BRzAABiEQAAR4T1KdQ+tOy2sqkuANzaWzxSfvTD/mJxgb3xKeYAAMQiAACOCOtTqH1o2W1lU10AqBf8Q4lDgCnmYLX4qdZbgW1nEQDAsylep1D70LLbyqa63wlcveYr8pb4KeYAAMQiAACOCOtTqH1o2W1lU92Pg3YEgFOnWglgO4sAAJ5N8TqF2oeW3VY21Q2AnV+XP7i1BwBMaSIywnr1AABkI2xbFwDgU/cpoOrCz31cA5jWRFyE9eoBAMhG2LYuAMCnrovAB4vKIcCVhelVQADAFpuQtJX2KiUVYdu6AACfugAQ7gjeeT5dCHr03qr+P8L+QjA9AMAy0C02IWkr7VVKKsK2dQEAPnXeCHaYPP7hRHgX5KPJIyF+3fXN8ZpiDgBALAIA4IiwPoXah5bdVjbV/TjoK3vlRwKdFKj/AIDb6gEAyEbYti4AwKee9wHcfrN4Itzz/Od/jgGA7gjr1QMAkI2wbV0AgE/9L4T57OffP336u3//oVDjU8wBAIhFAAAcEdanUPvQstvKpvBGMABgy01I2kp7lZKKsG1dAIBPdAAc/W/200BTzAEAiEUAABwR1qdQ+9Cy28qmqAC49qzhO4EBgG02we0qAMC6dQEAPpEAcPT+Ht4INrWJqAjr1QMAkI2wbV0AgE8EAKx2/q2/ErL1RmDjWQQA8GyK1ynUPrTstrKpIQCsd/6FloJOMQcAIBYBAHBEWJ9C7UPLbiub6gdAtvO/WJz9SKDxKeYAAMQiAACOCOtTqH1o2W1lUz0AKHb+T74l0/gUcwAAYhEAAEeE9SnUPrTstrKpTgAUO//85/4zTTEHskgsAgDgiLA+hdqHlt1WNtUOgGLn/7sSL4LJNMUcyCKxCACAI8L6FGofWnZb2VQbAPKd/zNvybwKMtMUcyCLxCIAAI4I61OofWjZbWVTDQDcyXb+T7wQVv0AAKJNeK0eAIBshG3rAgB8qgMgvAgmWfP5ef5vAECuCa/VAwCQjbBtXQCAT20A2Cmt+QQARJvwWj0AANkI29YFAPjUDoA/lP8NAMg14bV6AACyEbatCwDwqeMU0OLkW19k/wYA5JrwWj0AANkI29YFAPjUXAV0NVsDdDa8BwYAEG3Ca/UAAGQjbFsXAOBT2zLQ/C6Ancc+jwXAzeUTnxb/untxWeh7X9e/PMUcyCKxCI0AiPEVoWeYQrEILU1EFC3P6rgTOH8f8Im4O4FXmVlO1JtLAGBUhPXqEQuAKF8ReoYpFIvQ0gS9aLlW97OArj6TPQaU/iSgB68sK4l6HQAYF2G9ekQCIM5XhJ6N2pT2J0Z5nUIAwIT6ngaa3xO2vhwwrHurPK0k6uXl8vWe708xB7JILEIdACJ9RegZACAWoaWJYVtBx4PvA7iWnQraITwPen1mtpSoD15envttT8AUcyCLxCK0ASDWV4SeAQBiEVqaGLQVFDT4RrCjK4/Sngr68OP1EXkpUWtnbhuaYg5kkViELgDE+4rQMwBALEJLEwO2gtaivBP4znt7wwD4a9hNO/9PlUS9uVw+1RczxRzIIrEIVQAY4StCz8ZtCgBAiNDSRL+toFSkl8KvHxDaC4DVUfly+dLXNyuJen25/Enfr04xB7JILEITAMb4itAzAEAsQksTvbaCMhEBEG4OODMAgPPvJvtmpUQduAYMALitHjEAiPYVoWcAgFiEliZ6bQVlIgNgQA/+8d3wRyVRV8n7xKf33lkdw5978ZO2oCnmQBaJRagCwAhfEXoGAIhFaGliTBVzKC4ApKok6t2Ly/M/zVZrv9i4CwAA6I6wXj3IABjjK0LPAACxCC1NjKpf/iQJgMr9muX7db6TirdtyK6ifCXWiwAAsR+HoC1IEgDhfs1zL/3t+PjhV+FOnmLhBgAAxSnKV2K9AAAga5IEwOXVP9JztA9Xf29euJtyeIjjaLEI7aeAhnxF6BlOAYlFaGkiunb5lCQAynr4dv9DWzRa3HYWqRladl8RegYAiEVoaYJiK2hjAAjH7Y3/mWIOZJFYxJwA0OYrQs9Gbcqp9luBnU4hAGBCowEQdr0a9+j3JOrdi83nt0wxB7JILGKrAGDwFaFnAIBYhJYmiHXMuzYGgLYHeE0xB7JILGJWAGjxFaFnYzbl1Kl2AjidQgDAhLoAcOWFL/oDcQQgGWG9eszxCAAAIEVoaaK/fEGpOgBw9MZi8fiIn+tO1Lb/mWIOZJFYxFYBwOArQs9wCkgsQksTFFtBXQC4//Ri59cjfq6cjtV9s+tYBRQRYb16TAHAoK8IPQMAxCK0NBFZubyqGwBR74LPVE7U8CDH/KGN4aUejSc4TjEHskgsQjkABn1F6Nm4TcEyUEKEliYiK5dXdZ8CmnwEcFy6Saf+Ute1ppgDWSQWoRwAg74i9AwAEIvQ0kR07fKprovAB4vF7sBl4DbVn9q4XCa37H95se1GYADAbfWYBIAhXxF6BgCIRWhpIr54uVTnMtAVAU7+6vPYn6tekrt5sfTQrpZXeEwxB7JILEI7AIZ8RegZACAWoaWJ2NLlVF2ngD77YP06+J3TuXpfCJOqtibj7itZmp671PLtKeZAFolFqAfAgK8IPQMAxCK0NEGxFdRzEbghylXhxqK8r14Ne2s/frflbQAAQHeE9eoxEQD9viL0DAAQi9DSBMVWEDcA4jTFHPwWvxEk2wQ5wnr1iAXAWFsBABvvlJYm2G1lU92ngBr6w4iLwv2aYg4AQCwCAOiIAAAIEVqaYLeVTTE/DTROU8wBAIhFAADtEe33gXmdQgDAhAAAAGDLTUjaCgDYeKe0NMFuK5sCAIoIAGArTUjaCgDYeKe0NMFuK5sCAACALTchaSsAYOOd0tIEu61sqhcA135+Oln8c/+/vCXS+BRzAABiEQAAR4T1KdQ+tOy2sqkeANx6Jlv9ef/pxSPsS4COAYDuCOvVAwCQjbBtXQCAT90AOCiW/4e7AvjvAgAAuiOsVw8AQDbCtnUBAD51AuAwPAfi7O/3QuU/em/1j13+xqeYAwAQiwAAOCKsT6H2oWW3lU11ASDs9D/yRf5egCsrAlxgb3yKOQAAsQgAgCPC+hRqH1p2W9lUz+Ogw2n//MUw+xKHAFPMAQCIRQAAHBHWp1D70LLbyqZ63gkc9vhzABwuBK4DTzEHACAWAQBwRFifQu1Dy24rmxp4J3AOgLHviOzVFHPwW/xG/VZg21kEAPBsitcp1D607LayqYF3AgMArE2QI6xXDwBANsK2dQEAPgEAWcSNG3UC2M4iAIBnU7xOofahZbeVTeEaAACw5Sa4XQUAWLcuAMCnrlVA6aqfDAABCLvsjU8xB7/FcQpoO01I2kp7lZKKsG1dAIBPXQC4tbdYvFAA4MDBfQAAwHaakLSV9iolFWHbugAAnzrvBF4dAiwe+2INgNvhBfECTwOaYg4Bi2MZ6FaakLSV9iolFWHbugAAnzoBcP+Z7F3Ap/dk3ggMAHRHWK8eAIBshG3rAgB86n4YXEGAoJMfCTQ+xRwAgFgEAMARYX0KtQ8tu61squ99AFf2svK/87zE06ABALfVAwCQjbBtXQCAT/1vBLvzwc+fe+65X0ns/QdNMQcAIBYBAPRENN4c7XUKAQATwishAYAtNyFpKwBg453S0gS7rWwKAAAAttyEpK0AgI13SksT7LayKQAAANhyE5K2AgA23iktTbDbyqbwUngAYMtNSNpKYHwBgP4ILU2w28qm8FJ4AGDLTUjaCgDYeKe0NMFuK5vCS+G7D+5tZxEAMG5TAID+CC1NsNvKpvBSeABgy01I2goA2HintDTBbiubwkvhAYAtNyFpKwBg453S0gS7rWwKL4UHALbchKStAICNd0pLE+y2sim8EMZrFqkZWm5XAQDWrQsA8AkvhfeaRWqGlttVAIB16wIAfMI7gb1mkZqh5XYVFQCnguI3BQDoj9DSBLutbAoA8JpFaoaW21WyAGi8N87rFAIAJoRrAF6zSM3QcrsKALBuXQCAT3gpvNcsUjO0krZiB8CNG9RXR1ufQgDAhPBSeK9ZpGZoJW01BIDoTQEAhiK0NMFuK5vCS+G9ZpGaoZW0FTsAcApoKEJLE+y2sim8FN5rFqkZWklbAQAb75SWJthtZVN4KbzXLFIztJK24gcAloEORGhpgt1WNoWXwnvNIjVDK2krAGDjndLSBLutbAovhfeaRWqGVtJWAMDGO6WlCXZb2ZTJV0KOvMdzcsCssggAAAAkIrQ0wW4rmwIAvGYRAAAASERoaYLdVjYFAHjNIgAAAJCI0NIEu61sqg0AR1eTBUBnPpRufIo5AACxCACgb1MAgP4ILU2w28qmWgBwK1//KfIm+JKmmGMIAHER0U0IR1ivHgCAbIRt6wIAfGoC4NZesfpf4u6vkqaYAwAQiwAA+jYFAOiP0NIEu61sqgGA8Ni3xeLMc88lxwG7oo1PMQcAIBbhAwCnJjwNlBJhfQoBABNqAOAwP/Vze4WC5LVgs1PI7G33AVKuNQCiwxIACHQHgrahBgD2i1P/959eLB6XbHzK3gGOAMQiXBwBnDrVfgiAI4CJEVqaYLeVTdUBkL0JJtGB8DmgKeYAAMQiAICeTQEABiK0NMFuK5uqAyB7G3yiW3uyC4GmmAMAEItwAYCx1wD6t2VKwMymEAAwoRYAFEt/RF4EXNIUcwAAYhEAQMymeJ1CAMCEAACvWeQdAFwu8TqFAIAJAQBeswgAAAAkIrQ0wW4rmwIAvGYRAAAASERoaYLdVjZlEQBcZ3dtZxEAAABIRGhpgt1WNgUAeM0iAAAAkIjQ0gS7rWzKIADGrvCOaKLjP2aVRQAAACARoaUJdlvZFADgNYsAAABAIkJLE+y2sqm2G8F+9UGq3++V/vHBH9jvCZtijp4AnAKaFgEAxGyK1ykEAEyoBQBd4j8YmGIOAEAsAgCI2RSvUwgAmJBFAGAZ6LQIACBmU7xOIQBgQgCA1ywCAAAAiQgtTbDbyqbMvhQ+LiK6CeEI69UDAJCNsG1dAIBPAIDXLAIA8DA4iQgtTbDbyqYAAK9ZBAAAABIRWppgt5VNAQBeswgAAAAkIrQ0wW4rmwIAvGYRAAAASERoaYLdVjYFAHjNIvcAYNoUr1OofWjZbWVTAIDXLAIAeDbF6xRqH1p2W9kUAOA1iwAAnk3xOoXah5bdVjZlFgB4FMToCACAI8L6FGofWnZb2RQA4DWLAACeTfE6hdqHlt1WNgUAeM0iAIBnU7xOofahZbeVTQEAXrMIAODZFK9TqH1o2W1lUyYBwBRhO4vUDK2krbRXKakI29YFAPgEAHjNIjVDK2kr7VVKKsK2dQEAPgEAXrNIzdBK2kp7lZKKsG1dAIBPAIDXLFIztJK20l6lpCJsWxcA4BMA4DWL1AytpK20VympCNvWBQD4BAB4zSI1QytpK+1VSirCtnUBAD4BAF6zSM3QStpKe5WSirBtXQCATwCA1yxSM7SSttJepaQibFsXAOATAOA1i9QMraSttFcpqQjb1gUA+AQAeM0iNUMraSvtVUoqwrZ1AQA+AQBes0jN0EraSnuVkoqwbV0AgE8AgNcsUjO0krbSXqWkImxbFwDgEwDgNYvUDK2krbRXKakI29YFAPgEAHjNIjVDK2kr7VVKKsK2dQEAPgEAXrNIzdBK2kp7lZKKsG1dAIBPAIDXLFIztJK20l6lpCJsWxcA4BMA4DWL1AytpK20VympCNvWBQD4BAB4zSI1QytpK+1VSirCtnUBAD4BAF6zSM3QStpKe5WSirBtXQCATwCA1yxSM7SSttJepaQibFsXAOATAOA1i9QMraSttFcpqQjb1gUA+AQAeM0iNUMraSvtVUoqwrZ1AQA+AQBes0jN0EraSnuVkoqwbV0AgE8AgNcsUjO0krbSXqWkImxbFwDgEwDgNYvUDK2krbRXKakI29YFAPgEAHjNIjVDK2kr7VVKKsK2dQEAPgEAXrNIzdBK2mpwfG8ETdoUr1MIAJgQHwAe/vnVi8vl8kevfV359E8/bH6YaYo5kEViEboAEO8rQs8AALEILU3EVS+3YgPAX0OWJjr3s+LTL7NPz11qiZliDmSRWIQqAIzwFaFnAIBYhJYmRlUxf+ICiu3DEgAAIABJREFUwMfLkl7KPr1Z+vD1ZtAUcyCLxCI0AWCMrwg9AwDEIrQ0MaWaORITAEJGPnnpb6tD82TfLE3KuxfDLtrXq+P11V+e+LQRRTPHqSCqN5BF0yMUAWCUrwg9qwBg2qZ4nUIAwIR4APDw7eXye+np2Hsv50l5efW3T5K/hZR9qhFGMwcAsOFO6QHAOF8RegYAiEVoaWJsLXMmHgCs8vDcb7N/3Mx21UJ2vl582LurBgBsuok5AGCcrwg9AwDEIrQ0MaaOORQPAG4WO2rr3bafhL9cLyVn/mFZNHMAABvulB4AjPMVoWcAgFiElibG1DGHErgPIM/Jy+XD88v9x+oDACB7A1k0PUIPAMb5itAzAEAsQksTkVXLqwQBUN05q+zMpaKZAwDYcKeUA2DQV4SeAQBiEVqaGFG5PEoAANkp2gcvl9foDZysBQA23cTsAED2FaFnAIBYhJYmRlQujxIAQHaKtnIFr/avtWjmAAA23CmlACD7itAzAEAsQksTIyqXR/EDIF+Z152o30lF+8EAAO5OQrMT3VcxvxoAwNdHCJqZ2AHwIF+uvUrN0sH56nMAABqtCF/F/CwAALkWNwDCFbr0DG13omaiHR7iFNCGO6XxFFCMrwg9wykgsQgtTcTXLpdiBkCSp+kSjWqi4hpATIT16hELgChfEXoGAIhFaGkiunb5FC8AHrxS5CkuAk+IsF49IgEQ5ytCzwAAsQgtTcTWLqcaDYBknyxRsTsWrtMVS7QBgPER1qtHNwAYfEXoWfalG3gaKHeEliZG1jVv4gTAl5U8xX0AEyKsV48oAMT6itAzAEAsQksTI+uaNzEC4Hp4P8fr1W8U/7yOO4EjIqxXjxgARPuK0LP0SzduNAiAKZwYoaWJkXXNm/iuAYRXd6QP6U2FZwGNjrBePboBwOArQs8AALEILU1Q65ZzsQEg5GltV6y8cxaO2yc8DZTsDWTR9AhVABjhK0LPcApILEJLExG1y7O4ABCO05+qHYrXntveuAYMALitHmQAjPEVoWcAgFiElibotcu1GF8JWc/T5PA8zc4JbwQ7hfcBbLhTigAwyleEnuVfwjJQ7ggtTZBrl2/xACAciDcu8abvbn0tfXdr8wAAAHBbPYgAGOcrQs8AALEILU3EVTC34gHA9WVNadbeLH30ejOMYo5Tp9oJgCwSi9ADgHG+IvQMABCL0NIER11zIBYAFEv3aom6XsIddO5SSxzFHADAxjulBgAjfUXoGQAgFqGliclVzYdYABCO1NsTdXWU/sPVP598rXkcf4xTQN0R1qsHDQAjfUXoGQAgFqGliUkVzY8EXghDF8kcAMCmO6UGANNtBQBsvFNammC3lU3pBwCWgW66UwBAzKZ4nUIAwIQAAK9ZBAAEAQDcEVqaYLeVTQEAXrMIAAgCALgjtDTBbiubAgC8ZhEAEAQAcEdoaYLdVjYFAHjNIgAgCADgjtDSBLutbAoA8JpFAEAQAMAdoaUJdlvZlF0ATE9t21kEAAQBANwRWppgt5VNAQBeswgACMLTQLkjtDTBbiubAgC8ZhEAEAQAcEdoaYLdVjYFAHjNIgAgCADgjtDSBLutbAoA8JpFAEAQAMAdoaUJdlvZFADgNYsAAJ5N8TqF2oeW3VY2BQB4zSIAgGdTvE6h9qFlt5VNAQBeswgA4NkUr1OofWjZbWVTMwHAiMdBAwBjIwAAjgjrU6h9aNltZVMAgNcsAgB4NsXrFGofWnZb2RQA4DWLAACeTfE6hdqHlt1WNgUAeM0iAIBnU7xOofahZbeVTc0AAFHeAACmRwAAHBHWp1D70LLbyqYAAK9ZBADwbIrXKdQ+tOy2sikAwGsWAQA8m+J1CrUPLbutbAoA8JpFAADPpnidQu1Dy24rmzILgBvTn/JiO4sAAJ5N8TqF2oeW3VY2BQB4zSIAgGdTvE6h9qFlt5VNWQXAjRsNAiCLiBEAAEeE9SnUPrTstrIpAMBrFgEAPJvidQq1Dy27rWzKKgBwCmh8BADAEWF9CrUPLbutbAoA8JpFAADPpnidQu1Dy24rmzILACwDHR0BAHBEWJ9C7UPLbiubAgC8ZhEAwLMpXqdQ+9Cy28qmAACvWQQA8GyK1ynUPrTstrIpAMBrFgEAPJvidQq1Dy27rWwKAPCaRQAAz6Z4nULtQ8tuK5sCALxmEQDAsylep1D70LLbyqYAAK9ZBADwbIrXKdQ+tOy2sikAwGsWAQA8m+J1CrUPLbutbAoA8JpFAADPpnidQu1Dy24rmwIAvGYRAMCzKV6nUPvQstvKpgAAr1kEAPBsitcp1D607LayKQDAaxYBADyb4nUKtQ8tu61sCgDwmkUAAM+meJ1C7UPLbiubAgC8ZhEAwLMpXqdQ+9Cy28qmAACvWQQA8GyK1ynUPrTstrIpuwCYHmE7i9QMraSttFcpqQjb1gUA+AQAeM0iNUMraSvtVUoqwrZ1AQA+AQBes0jN0EraSnuVkoqwbV0AgE8AgNcsUjO0krbSXqWkImxbFwDgEwDgNYvUDK2krbRXKakI29YFAPgEAHjNIjVDK2kr7VVKKsK2dQEAPgEAXrNIzdBK2kp7lZKKsG1dAIBPWwUABEEQtD3hCMDrbpSaoZW0lfbdVKkI29bFEQCfAACvWaRmaCVtpb1KSUXYti4AwCcAwGsWqRlaSVtpr1JSEbatCwDwCQDwmkVqhlbSVtqrlFSEbesCAHwCALxmkZqhlbSV9iolFWHbugAAnwAAr1mkZmglbaW9SklF2LYuAMAnAMBrFqkZWklbaa9SUhG2rQsA8AkA8JpFaoZW0lbaq5RUhG3rAgB8AgC8ZpGaoZW0lfYqJRVh27oAAJ8AAK9ZpGZoJW2lvUpJRdi2LgDAJwDAaxapGVpJW2mvUlIRtq0LAPAJAPCaRWqGVtJW2quUVIRt6wIAfAIAvGaRmqGVtJX2KiUVYdu6AACfAACvWaRmaCVtpb1KSUXYti4AwCcAwGsWqRlaSVtpr1JSEbatCwDwCQDwmkVqhlbSVtqrlFSEbesCAHwCALxmkZqhlbSV9iolFWHbugAAnwAAr1mkZmglbaW9SklF2LYuAMAnAMBrFqkZWklbaa9SUhG2rQsA8AkA8JpFaoZW0lbaq5RUhG3rAgB8AgC8ZpGaoZW0lfYqJRVh27oAAJ8AAK9ZpGZoJW2lvUpJRdi2LgDAJwDAaxapGVpJW2mvUlIRtq0LAPAJAPCaRWqGVtJW2quUVIRt6wIAfAIAvGaRmqGVtJX2KiUVYdu6AACfAACvWaRmaCVtpb1KSUXYti4AwCcAwGsWqRlaSVtpr1JSEbatCwDwCQDwmkVqhlbSVtqrlFSEbesCAHwCALxmkZqhlbSV9iolFWHbugAAnwAAr1mkZmglbaW9SklF2LYuAMAnAMBrFqkZWklbaa9SUhG2rQsA8AkA8JpFaoZW0lbaq5RUhG3rAgB8AgC8ZpGaoZW0lfYqJRVh27oAAJ/mAoAbQQRvIIumRwAAHBHWp1D70LLbyqYAAK9ZBADwbIrXKdQ+tOy2sikAwGsWAQA8m+J1CrUPLbutbAoA8JpFAADPpnidQu1Dy24rm5oTACjeQBZNjwAAOCKsT6H2oWW3lU0BAF6zCADg2RSvU6h9aNltZVMAgNcsAgB4NsXrFGofWnZb2RQA4DWLAACeTfE6hdqHlt1WNgUAeM0iAIBnU7xOofahZbeVTQEAXrMIAODZFK9TqH1o2W1lUwCA1ywCAHg2xesUah9adlvZFADgNYsAAJ5N8TqF2oeW3VY2BQB4zSIAgGdTvE6h9qFlt5VNAQBeswgA4NkUr1OofWjZbWVTAIDXLAIAeDbF6xRqH1p2W9kUAOA1iwAAnk3xOoXah5bdVjYFAHjNIgCAZ1O8TqH2oWW3lU0BAF6zCADg2RSvU6h9aNltZVMAgNcsAgB4NsXrFGofWnZb2RQA4DWLAACeTfE6hdqHlt1WNjUTANzAC2E21ykAgCPC+hRqH1p2W9kUHwAe/vnVi8vl8kevfV18djd8kul7X9dD6OYAADbYKV0AiPcVoWeYQrEILU2Mr2SuxAaAv+Y5ee5n+Yc3lzwAuHGjQQBkkViEKgCM8BWhZ5hCsQgtTUyqZn7EBYCPyyn5UvbpdQBgXIT16kEGwBhfEXqGKRSL0NLE1IrmREwACLtkT1762+qA/cuwx/Z6+vHl4q9topsDp4A22ClFABjlK0LPMIViEVqaiKpffsUDgIdvFzti915eLp/4NPnrg5eX537bE0Y3BwCwwU7pAcA4XxF6hikUi9DSBL16uRYPAO5eLGXkzXxXbfVxmrLtijAHloFurlN6ADDOV4SeYQrFIrQ0Qatc7sUDgJvlM7Fht+0n2cdP9YVFmAMA2Fyn9ABgnK8IPcMUikVoaYJStyCJ+wCKRL2e/aVDEeYAADbXKT0AGOcrQs8whWIRWpqg2sq5RAEwcA0YAHBbPaYBgL62QHuVkoqwbV0AgE8CAAh36ST5+eDl5ROf3ntn9c9zL37S9s0IcwAAm+uUUgCQfUXoGaZQLEJLE6Nqlz8JAOB6tlpjlbHnf5qt1n6xcRcAANAdYb16jAEA2VeEnmEKxSK0NDG6fvkSPwDCjtr6El3lfs3y/TrfSRXxqwEAzB2FZiW6r7bVQwiandgB8KBYrh3u1zz3UriL56tXluWFGwAAFKsIX22rixA0O3EDIFypy67QXV6lbHqO9uHlZcuFu4jDQ5wC2lynNJ4CivEVoWeYQrEILU2MqV4OxQyAJE/bluiV7+nMFWEOAGBznVIIgChfEXqGKRSL0NIEqV5BvAB48EpHnpYu4ZUUYQ4AYHOd0geAOF8ReoYpFIvQ0gTBVtAEACT7ZImK/Ese095xi07lrv5UEeYAADbXqa0CgMFXhJ5hCsUitDRBrmS+xQmAL3vytPUBXhHmAAA21yltAIj1FaFnmEKxCC1NkCuZbzECIFmc0XmHJo4AYiKsV48YAET7itAzTKFYhJYmyJXMt/iuAYRXdzzResNvopu4BhARYb16dAOAwVeEnmEKxSK0NDFgK2gtNgB83Hg3U3Xf7Pr0VUB4H8BmOqUKACN8RegZplAsQksTEbXLs7gAEI7Tn6omYrh1Jz9zG67jNU7jRpgDANhcpzQBYIyvCD3DFIpFaGmCXrtci/GVkE/Vd/BLN+mEdXzNd3hEmAMA2FynFAFglK8IPcMUikVoaSKienkWDwDCTlnzne/h0+VLjRe6FoowBwCwuU7pAcA4XxF6hikUi9DSRGwNcyoeAFxf1rTO2psXSx+1rOObYg5kkViEHgCM8xWhZ5hCsQgtTbAUNvtiAUCxdK/2iMa7r2QfnLvUEjfFHMgisQg1ABjpK0LPMIViEVqaYKhrHsQCgOSYvC1Rj4+/ejXsrf343Za3AQAA3RHWqwcNACN9RegZplAsQksTkyqaHwm8EIauKeZAFolFqAHAdFtpr1JSEbatCwDwCQDwmkVqhlbSVtqrlFSEbesCAHwCALxmkZqhlbSV9iolFWHbugAAnwAAr1mkZmglbaW9SklF2LYuAMAnAMBrFqkZWklbaa9SUhG2rQsA8AkA8JpFaoZW0lbaq5RUhG3rAgB8AgC8ZpGaoZW0lfYqJRVh27oAAJ8AAK9ZpGZoJW2lvUpJRdi2LgDAJwDAaxapGVpJW2mvUlIRtq0LAPAJAPCaRWqGVtJW2quUVIRt6wIAfAIAvGaRmqGVtJX2KiUVYdu6AACfAACvWaRmaCVtpb1KSUXYti4AwCcAwGsWqRlaSVtpr1JSEbatCwDwCQDwmkVqhlbSVtqrlFSEbesCAHwCALxmkZqhlbSV9iolFWHbugAAnwAAr1mkZmglbaW9SklF2LYuAMAnAMBrFqkZWklbaa9SUhG2rQsA8AkA8JpFaoZW0lbaq5RUhG3rAgB8AgC8ZpGaoZW0lfYqJRVh27oAAJ8AAK9ZpGZoJW2lvUpJRdi2LgDAJwDAaxapGVpJW2mvUlIRtq0LAPAJAPCaRWqGVtJW2quUVIRt6wIAfAIAvGaRmqGVtJX2KiUVYdu6AACfAACvWaRmaCVtpb1KSUXYti4AwCcAwGsWqRlaSVtpr1JSEbatCwDwCQDwmkVqhlbSVtqrlFSEbesCAHwCALxmkZqhlbSV9iolFWHbugAAnwAAr1mkZmglbaW9SklF2LYuAMAnAMBrFqkZWklbaa9SUhG2rQsA8AkA8JpFaoZW0lbaq5RUhG3rAgB8AgC8ZpGaoZW0lfYqJRVh27oAAJ8AAK9ZpGZoJW2lvUpJRdi2LgDAJwDAaxapGVpJW2mvUlIRtq0LAPAJAPCaRWqGVtJW2quUVIRt6wIAfAIAvGaRmqGVtJX2KiUVYdu6AACfAACvWaRmaCVtpb1KSUXYti4AwCcAwGsWqRlaSVtpr1JSEbatCwDwCQDwmkVqhlbSVtqrlFSEbesCAHwCALxmkZqhlbSV9iolFWHbugAAnwAAr1mkZmglbaW9SklF2LYuAMAnAMBrFqkZWklbaa9SUhG2rQsA8AkA8JpFaoZW0lbaq5RUhG3rAgB8AgC8ZpGaoZW0lfYqJRVh27oAAJ8AAK9ZpGZoJW2lvUpJRdi2LgDAJwDAaxapGVpJW2mvUlIRtq0LAPAJAPCaRWqGVtJW2quUVIRt6wIAfAIAvGaRmqGVtJX2KiUVYdu6AACfAACvWaRmaCVtpb1KSUXYti4AwCcAwGsWqRlaSVtpr1JSEbatCwDwCQDwmkVqhlbSVtqrlFSEbesCAHwCALxmkZqhlbSV9iolFWHbugAAnwAAr1mkZmglbaW9SklF2LYuAMCnrQIAgiAI2p5wBOB1N0rN0EraSvtuqlSEbeviCIBPAIDXLFIztJK20l6lpCJsWxcA4BMA4DWL1AytpK20VympCNvWBQD4pP0awHe+Ix3gtQmdndqQjIyWxk6pbALqEgDgtQmdndqQjIyWxk6pbALqEgDgtQmdndqQjIyWxk6pbALqEgDgtQmdndqQjIyWxk6pbALqEgDgtQmdndqQjIyWxk6pbALqEgDgtQmdndqQjIyWxk6pbALqEgDgtQmdndqQjIyWxk6pbALqEgDgtQmdndqQjIyWxk6pbALqknYAQBAEQUICACAIgpwKAIAgCHIqAACCIMipAAAIgiCnAgAgCIKcCgCAIAhyKgAAgiDIqQAACIIgpwIAIAiCnAoAgCAIcir1ALi5fOJT4lcf/vnVi8vl8kevfU3+9f94ZxVx7sV/je7U8inaN++GHmX6Hq1j6079+F1iT6o691tK2P/70w/jRureuk+0garP2cPY1uQVYasRvhppq9n7KtpWUb6aga3mJ+0AWBmdmql/zXPi3M9oEQ/fySLOfxLTqQcvkxO1kkikRL33SszXxyXqx/m3LxG+vRqoPIAyUPU5+/JiXGsbUISt4n011laz91WsreJ8NQNbzVDKAfBg5Vpipn5ctutL1B+PqpuZLi/JiXo9NlHLu3aELR+VqJdL3/8JYSMevh3z+/U5K3fxdUJrG1CEreJ9NdpWc/dVrK3ifDUDW81RugGQ7LXQMjX44clLf1u5KtkzoFgiGPbF1Z7Hw38hJlGpKWqiXo50Z9gJXL602ox7b9MbKXeM0Fr42rl305GiAuPcpa/XAUPTUZ+zUHmS4D8RgjejCFuN8NVYW83dV9G2ivLVDGw1S6kGwHqvhTS7YWciS7Z7L5OCwq+nOyrEylnuFS2HVnkXvROYBVyO3YEsbVCfwlClw3OPdM4hjM55akBjzlab8cQn+X9Flh4RRdhqhK/G2mruvoq2VZSvZmCreUoxALIThKRMXbmgcDUt8S6X9s8u0z2UHrfSvh5zrjn9ft7zsNNGOpIudYx6MiBr4zpleMsV42Z/9WjOWbm1mxr21aJsNcJXI201e19F2yrCVzOw1VylFwDJtbfz/0Sc3JtlkwbLDlq88qXr9IP1YO7/Tk1U+rKOln7ElI9jatZV86VS3zpUKRj9Q9syZ+VekeZFWHG2ivfVWFvN3lextorw1QxsNVupBcD6pOXXo+ge7wh6pia7HuQUuh6/szX2ghbxBFB8ppZ3tvpHqm3OKkMVWXoENMVW8b6KAMDsfRUNALKvZmCr+UozAM6/O/LwLjpR6QHhm0/RHRd5rS761G61Y7RiE3v0XM3mvoiWOauO7M24q6ICmmKraF9FfH/+voo+KUP21QxsNV/pBcA/JjesjMrU6r4FQdfJ18XWOyrURF1Z94lP1/e6vEhZEr4+tZvc4EK96SpTxAXHy/mYkhaeV8839wKgOWehhaJb2z9bO8VW0b6i28qCryJtRffVDGw1X6kFQKpRc0s9G57qq1eoC5eza1XURF15/PxPs8XKLw7vpCS7MvkNLjF7Nes9SJpCHTufrdeL3VMjFLXukwGkUwOb0LiSEeerCFuZ8FWkraJ9NQNbzVAWARC1Lmx9PwnxZsLsuhU1Uau30wwnXtgP/Jci4Dx9ywdW51RV3BRKuQOzurdFWEQ4g0wdfWBJ9VWUrYz4Ks5W0b6aga1mKIMAeEC7DSDV+pbKJ2kPFMmW+FETNfz4uXD7zcNkd3AwJu3MpVUb//FKzL5azAHAcXo3UFI7CIlaOQt8l3CTTy1TS3Mx4Vw0r8YAIMpXUbay4qsoW0X7aga2mqHsASBZT00/U3v5x//jpxeJ+yz57hA1UYu7VY4fXiZ063pph44UUOoZfZsflp5uQHm8Tfjxp9adSh5z4BMAcb6KsZURX8XaKtZXM7DVDGUOAEmexq4Kpp21LBYuj1l3RllOERK1stKB2srlyL26ZbgUuN59HH68TRJw/l+zpyFMAICaY/WR+xWRviKeDLfhq2hbxfpqBraaoawB4EHElbeSKKd3S5k2auEx4RLi9Urn6dcco27uLDVC3BtMFmKnu3b/a3hvawYna6MBMM5XpKsGRnwVb6tIX83AVjOUMQAkjwwZc1cgLYuyr4xKVIJNr1cSh+7rmEt1lR1A4t5gfnnv/G8JDyGYQabGAmCsryi11oavxtgqzlczsNUMZQsAX46t/wQPlReBj0pUwpnKasLRfR3Tn+pidur4fvVqOMB/92vKU2hmsGA7siOjfUWYQiO+GmerGF/NwFYzlCkAJIsjxt3yPpxFlSewrxXXFK0YjEnUqDNAE0+fEp5uUL9lk/YciY0qrmSM9xWhOBvx1dSz8sPWmIGtZihLAAirEJ6IewdTrmHHTk5UwqZUd2zIWRR1E8DEo+fLwzVhBg9tiQLABF8RT88Y8NXUkzLDvpqBrWYoQwAIeRqxI0B/xM1aIxK1ca/jUPeqKzrIOzZRe0Dxx+rl/KKsuKv8ZrlvsQ8illPsfkXU8EbZyoqvRpwCivTVDGw1Q9kBQEikpyIOBCsPLKE/Si0RcZej4kzSUxXLV+vovo7aA2pcrRvc7vKVTEpNqMxZ7RlhSi7WRQAg0ldTbDVnX8XbKtZXM7DVDGUGADcj6/86KdJb9aNujjmOumEn+1naa2iTu00/yfskcAmguiawuj6wQ6US8yVlnKpzVmyGolc30QEQ7asJtpq1r6JtFeurGdhqhrICgGDWyAtBySrkF/M7V2I8FPHUxvWbWMkvlA315lx4gEDEo8QiH1KZ339DfizA5XQr7r1DGqfqnCU3+b+WvrxVy54aGQDxvppgq1n7Kt5Wkb6aga1mKCsAaJxJJb7ELub7hcjHxjfLTZDS7np8n2KvuN17udQG5cFgpRt2KH2qzVn5yWVj30rCLTIARvhqvK3m7atoW0X6aga2mqGMAODh28uaKCYvHl9IenZJIfrJ0btFE8QnQ+ZP7V2+RCwe0cugkz2utQjPEj4uDxSlT/X+5FtEHQJ5UYdslK9G22rmvoq2VZyvZmCrGcoIAMr7EnQArI5Ww0s1lj8iPrQxV8zVsa9eDU2Ee12IepjcHPNkODamacR9MPfe+WFog/Q2kUTrPtG+3+hP8iYS8qMxN6GYM4sjfDXSVrP3VbStYnw1A1vNUNoBAEEQBAkJAIAgCHIqAACCIMipAAAIgiCnAgAgCIKcCgCAIAhyKgAAgiDIqQAACIIgpwIAIAiCnAoAgCAIcioAAIIgyKkAAAiCIKcCANh0dPX7jy4Wi50zz3/B+rNvrH70Qtf/3n+65z+jvxb51Xbdef/03qrLJ777Fus41BS6mevEmV9Gt5VuZ8TmrmZit9pupkcEt/Tod8+mwznwxcPF4lt/HNPCZx8lf+yvtg7yJgCASUfv7RUF4exHfD98K/zubtf/qgPA7WeKYdjhRWFFjUL8WGRb8QA4CAV2wwC4/WZpOF/o/epIANx+c+fXyV9WRpsEfmiOAgB4dGuvUhF2/oHtl/eT3/t1x/9qA8BhdRxOjtolpahZiE/GUTcaAKspfrytXUkAXKkOZy/kxgFgtVWZuQ5GHkFAMxYAwKKk7u2c/XD11ztXk33gx5h+eVVwvvVfF6H0dP23pv22hINnPwx16s77j0qWxvKGH117P7Q7qnyRB/DojerGlCqnmA4SsL31+eqvf3mv90jwmAEAq6Ho+33IogAADiV1r9g9S/bbukp2pFZpvXvQXUiVAWC/fLBy9B7fMDRU2/DkSsnu9N/p1mHtexsAwGHlvE+yiT3DORkAgTeKvARtQgAAg5LULJ+gvf10z1mb6J9+PPClIzN1AaClKksdAtQ3vP9aOf13urT6/Wp5lQfA/ZqLwr97Svx0AKwakLycDSkUAMCgg8auWSjZLLm0zs/9zr1bXQCoF8VDLg421djwkUNOHcDDlikWBsBBHWmHvYcA0wEQfKbHTNAmBABMV9uObnoupJRR5ezdT/56mIRdDav8Tjz2eftvr8/+NArp0dVnVz935q2ifiWH70dXwnn3M+FSxPHtN8PvputwijJ3+83wlRPPF+3VPilXxPV/nS6+PNDlelGsVNdroUM7lajG74etOPrn1a+c+agUk1yetHjKAAAJ9klEQVRbqalZuCunn9oCqx1ouQjc3VqY41q5bwNAbXumzX7oWdVWwWj5ica2uVkB4Fryg88TRzlfsnUh26bdlp5AdgUATFfY96zvmKWfHRa77vvFSeq0moQS8O9ZCravG0rOAK1rQbmFW1nUY/9eBkC+BHP13f+brh9ZF6mszCWn5SsrShqflFnRWH4y0OW2kUh1uxnV8vthK4plT8WS0uaufRMApcbbAusdaACgr7Xw47VPmwBobM+02W/Z37+T1/D2ufnW/8lms7h00DvKj1YB0MQcZFwAwHQdtJzoSI8KVlUiPSxPzlGnf0+rySpjT5SW+bUdfGe7/vuVqlRaa/mfSgD4b8UKxQsH+V+TuKzM7RfNpfWo8UleESsrW9PWB7qcbOTftZ2HudWMavv9Vbefy7tS/kLj5EYTAOGT3cYvZ4GNDtQB0Ntautde26LqrDe3Z9rst9mqu621V/KCnof2j3I++xe6NhOyLQBguvY7Ksbqw2KXKknE9O8H60p1mKReOPy//cai/QR2VvgPyyUiWYqehL1ZJG9S8Xde+OL46J8XSWkJN6P92zPpf6dlLjlPHs5wXHsm7Uzzk6wiJq2Es0lHybrW3aTpoS6v//9s4x7gpACGsKt72WC1/n6yFasd1dsflTbzzvstp/ebAMjPxLUFNjtQA0B/ayG8VqLbTnfVtmfS7Icmu87p98xNmPbSDw6OcnUzDmXvaobUCQCYrPa1Lun+20G2S7VOz8ezgAvZR+mh+n7r7l5e5ULIbumns7ArFQCkv7Cft5TvFac/VKwnzf6j+UnWZunKdrHCZrDL2ZHHznd/VR6S4nRGfqKm9fcPFsV2HlR3Y2v1t+XibUbLtsBmB2oA6G+t2Jcvf1TZ/LbtmTL7fUuoKHOz7u/gKFc3o2U7IdMCACarOPVQVrrPnp873l/s/KI4yZJk2WEpDyu7+LkO8p3AUn2qXBDYLyd1+ml5Pcx+parvV8pr+E7zk1JhzLcq/8dwl68Wj4LYyZ+IUeZXqZnm75cWvlQ2s3knRDsAwmi1BXZ04ELlj57WWvaMawBo3Z4ps99uq+626j+YH841v1leXlTdDF2LyiB5AQCT1QuA7CxAuI/03/by1N8tfSX/kUbmlcpW6QpnZUlQvrfaQYhqtTtoPFCm+Un61erCo4xEg11eKVmglOpsfRFSXnHaf78gXnVV4+oHarvI3QBoC2zpQBUAA60dNKe4BoDW7Zky+z0AoM/N4CjXNiNddAC5EQAwWb0AyJYChgV2WV3JVgeWs7O1mpbORZTOCFf2T/OT06VPy79VBUBylmDnB6V1js1PGmeL0p4kXR3s8lq3388g8K2PyuEltf9+6dP2zax3s6wUAG2BLR2oAmCgtZYbMWo/2b49E2a/ctavqs65yct66cRW/yjXNwNXgZ0JAJis9kzN9sgP80t+F9K6kl8abMvYisprf4r9u2ox2o8BQL7m52R+mbbxSfNs0XFlj7K/y4XWzwLKr2HXTy23//5B5eRVVdXC1H0NoC2wpQNVAPS31rZj3KycLdszYfZ7rgHQ52ZwlPs3AzIvAGC69tsy9aBYbBL+3A9ptj6RkJ8YHioB9+sPntzNmtuttBMBgNKq//RWq8YnrQAoXbmkAuA4XVn/+HHrKfT2358CgKxidgCgYxmRDACy7Ymb/eQybaJ1UNcFWfrcDI4yAOBcAMB09dwHcJwm//pRkusyVF4a0ltND+tFad3KFACkqxzXSr9T+4QRAPnNrBsBQHYqThMA4ma/CoAWWx397sPutgAAKF4AwHT13Al8nD5EZn2PfXIauFgcPlRNG0Vp/YtTTgEluvO7Z0s8qX8y4RRQ80z7Qct12bzfLb9fBcDucbearZeuujQCKaeAelobfQoobvarAGixVfjoBZwCgvgEAExXz7OAjpOse+SLwzzBL9zPH7k4AIDacvT8MvCEi8CFrmVnZxqfDF0E7gdAsyintWzaReCmmq3vt41P7febP9C6uQ2NvQg8fvZbbVXcXIKLwBCLAAAGNZ/aUlqKn+zz7eeZt1s8IGagBBzU9lqz1duVlM3jKAAo/8f60nXzk8FloD1dbl4Ob+PPuph2LlDMtmLgSaKN1sOQ73YFtnSgsQy0r7WRy0AnzP5xy9NAs5Nc9LkZHGUsA3UuAIBB/e8DCE/peSNfDfPI/8yzOrKaZlBp3BVMBkAlMimDzU/KhTH/n+xcPoFZlXHI6km5md7fr21F5Qv9y0BDE8WD7+qBHR240N2dxpFM7I1gxXN3xsx+9mm5iaPssJI+N4OjjBvBnAsA4FDvG8FW/3lir3jQWvutTt2ntAtl+V+66Td5LBz9FFDzeQfNT0pnD1ofN9BXtZLtKx4GVxTl0jFS6UxN60MK8tK0X9Ck5WxIrfXyG8HaApsdqAJgoLWRj4I4Hj372VfKj/UsNpE+N4OjjEdB+BYAwKL1w76e/8txyzuB15f2LhR/3U3/o78ENFcBZkUs+ZXwmIU77+Vrd2gASPYpw3Phj67sFWWw+Um289j2wLH+hUvJOPx9WKtylDxdP60++bPYbufvNWz9/XJpSr5wNv9CC2uyj+6smypvfz2w2YEaAPpbG/cwuLzh+Nk/zoYje7h/ZRPpc0Ma5QLZeBicNwEAPCoeJr9eTlN+vvtBseLmYFEqLr0loHLwXnyUP8gyVX5OgXYRuLKyNNtvrH6SR3c8cri/ah2Wg4q9z3KXy0+3qP9+5aJl5Qv1M9PlH1zr5B/7AhsdqAGgv7Vxj4PONil+9svBbb9Kn5uhUU7HpTg6wiUAVwIAmHT0finT8qegJTqsJGmRpb0loHEF8Lj05Ld8veDJP0YuA72S9zKrXvVPiujb+arEyktH+qtW6f0j4fbi4vNn6r/V9vvVVStFTPOFKXUA7Dxf2nNtC6x3oA6A3tZoL4Rpbs/xyNkvWintWJS7RZ+boVFeM2Y3C8MLYXwJAODT1eTVeztnftlyy9Fu8dfy0x06S0DrgwBKa4uuZS98jL0P4ChZ8r9zpnhkf+2TcvS19GWC5VMEg1Vr9XvJQyBO/6D6bsXkZYU7FTY2fr++GvPq9/eqX8hVAcDps2/V/rstsNqBBgD6WiO+ErKxPcfjZr+s2784HXp14ru1TaTPzcAoJ68RPZvdnbzb0Q3IpgAACCLo0MPJEbwU3p0AAAgiaHUIYH59TPM8F2RdAAAEUeTgEOAABwDuBABAEEX2DwHuP40rAO4EAEAQSbf2jB8CHGAJkD8BABBE04HtQwDzgINaBABAEE1Hb5g+RbJveuugdgEAEARBTgUAQBAEORUAAEEQ5FQAAARBkFMBABAEQU4FAEAQBDkVAABBEORUAAAEQZBTAQAQBEFOBQBAEAQ5FQAAQRDkVAAABEGQUwEAEARBTgUAQBAEOdX/Bz7SNY4owvgWAAAAAElFTkSuQmCC" width="768" /></p>
<pre class="r"><code>&gt; graph_2_pannel_stage_2</code></pre>
<p><img 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" width="768" /></p>
</div>
<div id="differences-in-achievement" class="section level3">
<h3>Differences in Achievement:</h3>
<p>Widening of achievement gap, top vs bottom students, same town size
(large town):</p>
<pre class="r"><code>&gt; fe_stage_2_school[fe_stage_2_school$decile==10 &amp; fe_stage_2_school$n_hs_towns==&#39;16+&#39;,]$fe- fe_stage_2_school[fe_stage_2_school$decile==1 &amp; fe_stage_2_school$n_hs_towns==&#39;16+&#39;,]$fe</code></pre>
<pre><code>[1] 7.897103</code></pre>
<pre class="r"><code>&gt; fe_stage_2_track[fe_stage_2_track$decile==10 &amp; fe_stage_2_track$n_hs_towns==&#39;16+&#39;,]$fe- fe_stage_2_track[fe_stage_2_track$decile==1 &amp; fe_stage_2_track$n_hs_towns==&#39;16+&#39;,]$fe</code></pre>
<pre><code>[1] 13.99633</code></pre>
<p>Widening of achievement gap, top vs bottom students, same town size
(small town):</p>
<pre class="r"><code>&gt; fe_stage_2_school[fe_stage_2_school$decile==10 &amp; fe_stage_2_school$n_hs_towns==&#39;1&#39;,]$fe- fe_stage_2_school[fe_stage_2_school$decile==1 &amp; fe_stage_2_school$n_hs_towns==&#39;1&#39;,]$fe</code></pre>
<pre><code>[1] -0.690104</code></pre>
<pre class="r"><code>&gt; fe_stage_2_track[fe_stage_2_track$decile==10 &amp; fe_stage_2_track$n_hs_towns==&#39;1&#39;,]$fe- fe_stage_2_track[fe_stage_2_track$decile==1 &amp; fe_stage_2_track$n_hs_towns==&#39;1&#39;,]$fe</code></pre>
<pre><code>[1] 4.165189</code></pre>
<!-- fe_stage_2_school[fe_stage_2_school$decile==10 & fe_stage_2_school$n_hs_towns=='2',]$fe-fe_stage_2_school[fe_stage_2_school$decile==1 & fe_stage_2_school$n_hs_towns=='2',]$fe -->
<!-- fe_stage_2_track[fe_stage_2_track$decile==10 & fe_stage_2_track$n_hs_towns=='2',]$fe-fe_stage_2_track[fe_stage_2_track$decile==1 & fe_stage_2_track$n_hs_towns=='2',]$fe -->
<p>Widening of achievement gap, top urban vs top rural students:</p>
<pre class="r"><code>&gt; fe_stage_2_school[fe_stage_2_school$decile==10 &amp; fe_stage_2_school$n_hs_towns==&#39;16+&#39;,]$fe- fe_stage_2_school[fe_stage_2_school$decile==10 &amp; fe_stage_2_school$n_hs_towns==&#39;1&#39;,]$fe</code></pre>
<pre><code>[1] 1.385368</code></pre>
<pre class="r"><code>&gt; fe_stage_2_track[fe_stage_2_track$decile==10 &amp; fe_stage_2_track$n_hs_towns==&#39;16+&#39;,]$fe- fe_stage_2_track[fe_stage_2_track$decile==10 &amp; fe_stage_2_track$n_hs_towns==&#39;1&#39;,]$fe</code></pre>
<pre><code>[1] 2.520788</code></pre>
<p>Widening of achievement gap, bottom urban vs bottom rural
students:</p>
<pre class="r"><code>&gt; fe_stage_2_school[fe_stage_2_school$decile==1 &amp; fe_stage_2_school$n_hs_towns==&#39;16+&#39;,]$fe- fe_stage_2_school[fe_stage_2_school$decile==1 &amp; fe_stage_2_school$n_hs_towns==&#39;1&#39;,]$fe</code></pre>
<pre><code>[1] -7.201839</code></pre>
<pre class="r"><code>&gt; fe_stage_2_track[fe_stage_2_track$decile==1 &amp; fe_stage_2_track$n_hs_towns==&#39;16+&#39;,]$fe- fe_stage_2_track[fe_stage_2_track$decile==1 &amp; fe_stage_2_track$n_hs_towns==&#39;1&#39;,]$fe</code></pre>
<pre><code>[1] -7.310353</code></pre>
</div>
<div id="differences-in-sorting" class="section level3">
<h3>Differences in Sorting:</h3>
<p>Peers of low-ability students (large vs small town):</p>
<pre class="r"><code>&gt; fe_stage_1_track[fe_stage_1_track$decile==1 &amp; fe_stage_1_track$n_hs_towns==&#39;1&#39;,]$fe- fe_stage_1_track[fe_stage_1_track$decile==1 &amp; fe_stage_1_track$n_hs_towns==&#39;16+&#39;,]$fe</code></pre>
<pre><code>[1] 12.87922</code></pre>
<pre class="r"><code>&gt; fe_stage_1_school[fe_stage_1_school$decile==1 &amp; fe_stage_1_school$n_hs_towns==&#39;1&#39;,]$fe- fe_stage_1_school[fe_stage_1_school$decile==1 &amp; fe_stage_1_school$n_hs_towns==&#39;16+&#39;,]$fe</code></pre>
<pre><code>[1] 26.74212</code></pre>
<p>Peers of high-ability students (large vs small town):</p>
<pre class="r"><code>&gt; fe_stage_1_track[fe_stage_1_track$decile==10 &amp; fe_stage_1_track$n_hs_towns==&#39;1&#39;,]$fe- fe_stage_1_track[fe_stage_1_track$decile==10 &amp; fe_stage_1_track$n_hs_towns==&#39;16+&#39;,]$fe</code></pre>
<pre><code>[1] -14.23042</code></pre>
<pre class="r"><code>&gt; fe_stage_1_school[fe_stage_1_school$decile==10 &amp; fe_stage_1_school$n_hs_towns==&#39;1&#39;,]$fe- fe_stage_1_school[fe_stage_1_school$decile==10 &amp; fe_stage_1_school$n_hs_towns==&#39;16+&#39;,]$fe</code></pre>
<pre><code>[1] -21.72946</code></pre>
<p>Peers of large town students:</p>
<pre class="r"><code>&gt; fe_stage_1_track[fe_stage_1_track$decile==10 &amp; fe_stage_1_track$n_hs_towns==&#39;16+&#39;,]$fe- fe_stage_1_track[fe_stage_1_track$decile==1 &amp; fe_stage_1_track$n_hs_towns==&#39;16+&#39;,]$fe</code></pre>
<pre><code>[1] 38.59527</code></pre>
<pre class="r"><code>&gt; fe_stage_1_school[fe_stage_1_school$decile==10 &amp; fe_stage_1_school$n_hs_towns==&#39;16+&#39;,]$fe- fe_stage_1_school[fe_stage_1_school$decile==1 &amp; fe_stage_1_school$n_hs_towns==&#39;16+&#39;,]$fe</code></pre>
<pre><code>[1] 44.5762</code></pre>
<p>Peers of small town students:</p>
<pre class="r"><code>&gt; fe_stage_1_track[fe_stage_1_track$decile==10 &amp; fe_stage_1_track$n_hs_towns==&#39;1&#39;,]$fe- fe_stage_1_track[fe_stage_1_track$decile==1 &amp; fe_stage_1_track$n_hs_towns==&#39;1&#39;,]$fe</code></pre>
<pre><code>[1] 11.48562</code></pre>
<pre class="r"><code>&gt; fe_stage_1_school[fe_stage_1_school$decile==10 &amp; fe_stage_1_school$n_hs_towns==&#39;1&#39;,]$fe- fe_stage_1_school[fe_stage_1_school$decile==1 &amp; fe_stage_1_school$n_hs_towns==&#39;1&#39;,]$fe</code></pre>
<pre><code>[1] -3.89538</code></pre>
<p>Sorting school vs track</p>
<pre class="r"><code>&gt; fe_stage_1_track[fe_stage_1_track$decile==10 &amp; fe_stage_1_track$n_hs_towns==&#39;1&#39;,]$fe- fe_stage_1_school[fe_stage_1_school$decile==10 &amp; fe_stage_1_school$n_hs_towns==&#39;1&#39;,]$fe</code></pre>
<pre><code>[1] 5.849116</code></pre>
<pre class="r"><code>&gt; fe_stage_1_track[fe_stage_1_track$decile==10 &amp; fe_stage_1_track$n_hs_towns==&#39;16+&#39;,]$fe- fe_stage_1_school[fe_stage_1_school$decile==10 &amp; fe_stage_1_school$n_hs_towns==&#39;16+&#39;,]$fe</code></pre>
<pre><code>[1] -1.649924</code></pre>
<pre class="r"><code>&gt; fe_stage_1_track[fe_stage_1_track$decile==1 &amp; fe_stage_1_track$n_hs_towns==&#39;1&#39;,]$fe- fe_stage_1_school[fe_stage_1_school$decile==1 &amp; fe_stage_1_school$n_hs_towns==&#39;1&#39;,]$fe</code></pre>
<pre><code>[1] -9.531887</code></pre>
<pre class="r"><code>&gt; fe_stage_1_track[fe_stage_1_track$decile==1 &amp; fe_stage_1_track$n_hs_towns==&#39;16+&#39;,]$fe- fe_stage_1_school[fe_stage_1_school$decile==1 &amp; fe_stage_1_school$n_hs_towns==&#39;16+&#39;,]$fe</code></pre>
<pre><code>[1] 4.331009</code></pre>
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